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	abstract = {A striking feature of curve estimation is that the smoothing parameter
	
	
	
	
	
	
	h0, which minimizes the squared error of a kernel or smoothing spline
	
	
	
	
	
	
	estimator, is very difficult to estimate. This is manifest both in
	
	
	
	
	
	
	slow rates of convergence and in high variability of standard methods
	
	
	
	
	
	
	such as cross-validation. We quantify this difficulty by describing
	
	
	
	
	
	
	nonparametric information bounds and exhibit asymptotically efficient
	
	
	
	
	
	
	estimators of h0 that attain the bounds. The efficient estimators
	
	
	
	
	
	
	are substantially less variable than cross-validation (and other
	
	
	
	
	
	
	current procedures) and simulations suggest that they may offer improvements
	
	
	
	
	
	
	at moderate sample sizes, at least in terms of minimizing the squared
	
	
	
	
	
	
	error. The key is a stochastic decomposition of the empirical functional
	
	
	
	
	
	
	h0 in terms of a smooth quadratic functional of the unknown curve.
	
	
	
	
	
	
	Examples include the estimation of densities, regression functions
	
	
	
	
	
	
	and continuous signals in Gaussian white noise.},
	author = {Hall, P. and Johnstone, I.},
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@article{mull:06:11,
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@article{bron:06,
	abstract = {An efficient algorithm for isometry-invariant matching of surfaces
	
	is presented. The key idea is computing the minimum-distortion mapping
	
	between two surfaces. For this purpose,we introduce the generalized
	
	multidimensional scaling, a computationally efficient continuous
	
	optimization algorithm for finding the least distortion embedding
	
	of one surface into another. The generalized multidimensional scaling
	
	algorithm allows for both full and partial surface matching. As an
	
	example, it is applied to the problem of expression-invariant three-dimensional
	
	face recognition.},
	author = {Bronstein, A. M. And Bronstein, M. M. And Kimmel, R.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1073/pnas.0508601103},
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	journal = pnas,
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	number = {5},
	pages = {1168--1172},
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	year = {2006},
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@article{crai:09:1,
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	journal = bios,
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@article{dono:03,
	abstract = {We describe a method for recovering the underlying parametrization
	
	of scattered data (m(i)) lying on a manifold M embedded in high-
	
	dimensional Euclidean space. The method, Hessian-based locally linear
	
	embedding, derives from a conceptual framework of local isometry
	
	in which the manifold M, viewed as a Riemannian submanifold of the
	
	ambient Euclidean space R-n, is locally isometric to an open, connected
	
	subset Theta of Euclidean space R-d. Because Theta does not have
	
	to be convex, this framework is able to handle a significantly wider
	
	class of situations than the original ISOMAP algorithm. The theoretical
	
	framework revolves around a quadratic form H(f) = integral(M)parallel
	
	toH(f)(m)parallel to(F)(2)dm defined on functions f : M --> R. Here
	
	Hf denotes the Hessian of f, and H(f) averages the Frobenius norm
	
	of the Hessian over M. To define the Hessian, we use orthogonal coordinates
	
	on the tangent planes of M. The key observation is that, if M truly
	
	is locally isometric to an open, connected subset of R-d, then H(f)
	
	has a (d + 1)-dimensional null space consisting of the constant functions
	
	and a d-dimensional space of functions spanned by the original isometric
	
	coordinates. Hence, the isometric coordinates can be recovered up
	
	to a linear isometry. Our method may be viewed as a modification
	
	of locally linear embedding and our theoretical framework as a modification
	
	of the Laplacian eigen-maps framework, where we substitute a quadratic
	
	form based on the Hessian in place of one based on the Laplacian.},
	author = {Donoho, D. L. And Grimes, C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1073/pnas.1031596100},
	issn = {0027-8424},
	journal = pnas,
	keywords = {REDUCTION, manifold learning, isomap, tangent coordinates, isometry, laplacian eigenmaps},
	month = may,
	number = {10},
	pages = {5591--5596},
	publisher = {Natl Acad Sciences},
	title = {Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data},
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	year = {2003},
	bdsk-url-1 = {https://doi.org/10.1073/pnas.1031596100}}

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	year = {2006}}

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	fjournal = {#biok#},
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	journal = biok,
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	mrnumber = {MR1872215},
	number = {4},
	pages = {987--1006},
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	volume = {88},
	year = {2001}}

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	issn = {0035-9246},
	journal = jrss,
	mrclass = {62J12},
	mrnumber = {MR1410182 (97g:62130)},
	mrreviewer = {Hanfeng Chen},
	note = {With discussion},
	number = {4},
	pages = {619--678},
	title = {Hierarchical generalized linear models},
	volume = {58},
	year = {1996}}

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	volume = {92},
	year = {2005}}

@techreport{tele:08:2,
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@article{mull:04:6,
	author = {Papadopoulos, N. T. and Katsoyannos, B. I. and Kouloussis, N. A. and Carey, James R. and M\"{u}ller, Hans-Georg and Zhang, Ying},
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	eprint = {arXiv:0808.2152v2},
	fjournal = {Annales de l'Institut Henri Poincar\'e. Probabilit\'es et Statistiques},
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	year = {2006}}

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	year = {2006}}

@article{mull:85:6,
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	date-modified = {2020-01-06 16:37:17 -0800},
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	volume = {12},
	year = {1985}}

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	author = {Westendorp, Rudi G.J. and Kirkwood, Thomas B.L.},
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	pages = {743--746},
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	volume = {396},
	year = {1999}}

@manual{huma:06,
	author = {Human},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	note = {University of California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available at www.mortality.org or www.humanmortality.de (data download on March, 2006)},
	title = {{Human Mortality Database}}}

@techreport{petr:08,
	author = {Petrone, S. and Guindani, M. and Gelfand, A.E},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	title = {Hybrid Dirichlet processes for functional data.},
	year = {2008}}

@article{ford:09,
	author = {Ford, Earl S and Li, Chaoyang and Zhao, Guixiang and Pearson, William S and Mokdad, Ali H.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Archives of Internal Medicine},
	number = {6},
	pages = {572--578},
	title = {Hypertriglyceridemia and its pharmacologic treatment among {U}.{S.} adults},
	volume = {169},
	year = {2009}}

@article{gine:14,
	author = {Cedric E. Ginestet and Prakash Balanchandran and Steven Rosenberg and Eric D. Kolaczyk},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Preprint},
	owner = {hans},
	timestamp = {2015.10.07},
	title = {Hypothesis Testing For Network Data in Functional Neuroimaging},
	year = {2014}}

@article{gris:08,
	author = {Griswold, C.K. and Gomulkiewicz, R. and Heckman, N.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Evolution},
	owner = {Hans},
	pages = {1229--1242},
	timestamp = {2008.07.06},
	title = {Hypothesis testing in comparative and experimental studies of function-valued traits},
	volume = {62},
	year = {2008}}

@article{yang:08,
	author = {Yang, X.W. and Nie, K.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = smed,
	owner = {Hans},
	pages = {845-863},
	timestamp = {2008.07.27},
	title = {Hypothesis testing in functional linear regression models with \textsc{N}eyman's truncation and wavelet thresholding for longitudinal data},
	volume = {27},
	year = {2008}}

@article{dono:94,
	author = {Donoho, D. L. and Johnstone, I. M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	owner = {Wenjing},
	pages = {425-455},
	timestamp = {2009.05.06},
	title = {Ideal spatial adaption by wavelet shrinkage},
	volume = {81},
	year = {1994}}

@article{chen:10,
	author = {Chen, K. and Wang, J.-L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Statistics in Biosciences},
	owner = {hans},
	pages = {95--119},
	timestamp = {2012.01.21},
	title = {Identifying differentially expressed genes for time-course microarray data through functional data analysis.},
	volume = {2},
	year = {2010}}

@article{rein:03,
	author = {Reiner, A. and Yekutieli, D. and Benjamini, Y.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bioi,
	number = {3},
	pages = {368-375},
	title = {Identifying differentially expressed genes using false discovery rate controlling procedures},
	volume = {19},
	year = {2003}}

@article{lipk:08,
	author = {Lipkovich, IA and Houston, JP and Ahl, J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {BMC PSYCHIATRY},
	title = {Identifying patterns in treatment response profiles in acute bipolar mania: a cluster analysis approach},
	volume = {8},
	year = {2008}}

@article{mull:93:2,
	author = {M\"{u}ller, Hans-Georg and Song, Kai Sheng},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jman#},
	issn = {0047-259X},
	journal = jman,
	mrclass = {62G05},
	mrnumber = {MR1240423 (94i:62062)},
	mrreviewer = {Ewaryst Rafaj{\l}owicz},
	number = {2},
	pages = {237--253},
	title = {Identity reproducing multivariate nonparametric regression},
	volume = {46},
	year = {1993}}

@article{dono:05,
	author = {Donoho, D. L. And Grimes, C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of Mathematical Imaging and Vision},
	owner = {Daniel},
	pages = {5--24},
	timestamp = {2010.01.06},
	title = {Image Manifolds which are Isometric to Euclidean Space},
	volume = {23},
	year = {2005}}

@article{shif:02,
	author = {Shiffman, S. and Gwaltney, C.J. and Baladanis, M. H. and Liu, K.S. and Paty, J.A. and Kassel, J. D. and Hickcox, M. and Gnys, M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = japs,
	pages = {531--545},
	title = {Immediate antecedents of cigarette smoking: An analysis from ecological momentary assessment},
	volume = {111},
	year = {2002}}

@article{conn:00,
	author = {Connick, Elizabeth and Lederman, Michael M. and Kotzin, Brian L. and Spritzler, John and Kuritzkes, Daniel R. and St. Clair, Marty and Sevin, Anne D. and Fox, Lawrence and Chiozzi, Margo Heath and Leonard, John M. and Rousseau, Franck and D'Arc Roe, Joana and Martinez, Ana and Kessler, Harold and Landay, Alan},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1086/315171},
	eprint = {http://www.journals.uchicago.edu/doi/pdf/10.1086/315171},
	journal = {The Journal of Infectious Diseases},
	note = {PMID: 10608789},
	number = {1},
	owner = {Wenjing},
	pages = {358-363},
	timestamp = {2009.05.06},
	title = {Immune Reconstitution in the First Year of Potent Antiretroviral Therapy and Its Relationship to Virologic Response},
	url = {http://www.journals.uchicago.edu/doi/abs/10.1086/315171},
	volume = {181},
	year = {2000},
	bdsk-url-1 = {http://www.journals.uchicago.edu/doi/abs/10.1086/315171},
	bdsk-url-2 = {https://doi.org/10.1086/315171}}

@article{mull:03:6,
	author = {Kaysen, George A. and Dubin, Joe A. and M\"{u}ller, Hans-Georg and Mitch, William E. and Rosales, Laura M. and Levin, Nathan W. and Hemo Study Group},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = kint,
	pages = {315--322},
	title = {Impact of albumin synthesis and inflammation in dual regulation of fibrinogen levels in hemodialysis patients},
	volume = {63},
	year = {2003}}

@article{cui:05,
	author = {Cui, X. G. and Hwang, J. T. G. and Qiu, J. and Blades, N. J. and Churchill, G. A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biot,
	number = {1},
	pages = {59-75},
	title = {Improved statistical tests for differential gene expression by shrinking variance components estimates},
	volume = {6},
	year = {2005}}

@article{silv:95,
	author = {Silverman, B. W.},
	coden = {JSTBAJ},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Methodological},
	issn = {0035-9246},
	journal = jrss,
	mrclass = {62H25 (62G05)},
	mrnumber = {MR1354074 (96h:62109)},
	number = {4},
	pages = {673--689},
	title = {Incorporating parametric effects into functional principal components analysis},
	volume = {57},
	year = {1995}}

@article{schu:85,
	author = {Schuster, Eugene F.},
	coden = {CSTMDC},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Communications in Statistics. A. Theory and Methods},
	issn = {0361-0926},
	journal = citm,
	mrclass = {62G05},
	mrnumber = {MR797636 (86m:62078)},
	mrreviewer = {Paul Deheuvels},
	number = {5},
	pages = {1123--1136},
	title = {Incorporating support constraints into nonparametric estimators of densities},
	volume = {14},
	year = {1985}}

@article{herr:10:2,
	author = {Herrera, J.C. and Bayen, A.M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = trbm,
	number = {4},
	owner = {kehui},
	pages = {460--481},
	publisher = {Elsevier},
	timestamp = {2011.11.02},
	title = {Incorporation of Lagrangian measurements in freeway traffic state estimation},
	volume = {44},
	year = {2010}}

@article{john:90,
	author = {Johnson, T.E.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = scie,
	owner = {Hans},
	pages = {908-912},
	timestamp = {2010.10.17},
	title = {Increased life span of age-1 mutants in {C}aenorhabditis elegans and lower {G}ompertz rate of aging},
	volume = {249},
	year = {1990}}

@article{aiga:84,
	author = {Aigaki, T. and Ohba, S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = eger,
	pages = {13--23},
	title = {Individual analysis of age-associated changes in reproductive activity and life span of Drosophila virilis},
	volume = {19},
	year = {1984}}

@article{mull:06:6,
	author = {{\c{S}}ent\"{u}rk, Damla and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	number = {2},
	pages = {654--679},
	title = {Inference for covariate adjusted regression via varying coefficient models},
	volume = {34},
	year = {2006}}

@article{knei:01,
	author = {Kneip, Alois and Utikal, Klaus J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jasa#},
	journal = jasa,
	number = {454},
	pages = {519--542},
	title = {Inference for density families using functional principal component analysis},
	volume = {96},
	year = {2001}}

@book{horv:12,
	address = {New York},
	author = {Horvath, L. and Kokoszka, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {hans},
	publisher = {Springer},
	timestamp = {2012.11.20},
	title = {Inference for Functional Data with Applications},
	year = {2012}}

@article{kwon:03,
	author = {Kwon, Andrew T. and Hoos, Holger H. and Ng, Raymond},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1093/bioinformatics/btg106},
	eprint = {http://bioinformatics.oxfordjournals.org/cgi/reprint/19/8/905.pdf},
	journal = bioi,
	number = {8},
	pages = {905--912},
	title = {Inference of transcriptional regulation relationships from gene expression data},
	url = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/8/905},
	volume = {19},
	year = {2003},
	bdsk-url-1 = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/8/905},
	bdsk-url-2 = {https://doi.org/10.1093/bioinformatics/btg106}}

@article{huck:11,
	author = {Huckemann, S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = sjst,
	owner = {Daniel},
	pages = {1467-9469},
	timestamp = {2010.03.02},
	title = {Inference on 3D {P}rocrustes Means: Tree Bole Growth, Rank Deficient Diffusion Tensors and Perturbation Models},
	volume = {38},
	year = {2011}}

@article{boen:10,
	__markedentry = {[Xiongtao:]},
	abstract = {In many situations, when dealing with several populations with different
	covariance operators, equality of the operators is assumed. Usually,
	if this assumption does not hold, one estimates the covariance operator
	of each group separately, which leads to a large number of parameters.
	As in the multivariate setting, this is not satisfactory since the
	covariance operators may exhibit some common structure. In this paper,
	we discuss the extension to the functional setting of the common
	principal component model that has been widely studied when dealing
	with multivariate observations. Moreover, we also consider a proportional
	model in which the covariance operators are assumed to be equal up
	to a multiplicative constant. For both models, we present estimators
	of the unknown parameters and we obtain their asymptotic distribution.
	A test for equality against proportionality is also considered.},
	author = {Graciela Boente and Daniela Rodriguez and Mariela Sued},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {0047-259X},
	journal = jman,
	pages = {464 - 475},
	title = {Inference under functional proportional and common principal component models},
	volume = {101},
	year = {2010}}

@article{opge:06,
	author = {Opgen-Rhein, Rainer and Strimmer, Korbinian},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = revs,
	number = {1},
	pages = {53--65},
	title = {Inferring gene dependency networks from genomic longitudinal data: A functional data approach},
	volume = {4},
	year = {2006}}

@article{mull:08:3,
	author = {M\"{u}ller, Hans-Georg and Chiou, Jeng-Min and Leng, Xiaoyan},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bbio,
	owner = {bifoliate},
	pages = {60},
	timestamp = {2009.02.10},
	title = {Inferring gene expression dynamics via functional regression analysis},
	volume = {9},
	year = {2008}}

@article{mull:12:6,
	author = {Verzelen, Nicolas and Tao, Wenwen and M{\"u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	number = {3},
	pages = {533--550},
	title = {Inferring stochastic dynamics from functional data},
	volume = {99},
	year = {2012}}

@article{mull:04:7,
	author = {Kaysen, George A. and Dubin, Joel A. and M\"{u}ller, Hans-Georg and Rosales, Laura M. and Levin, Nathan W. and Mitch, William E. and Hemo Study Group},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = kint,
	pages = {1408--1415},
	title = {Inflammation and reduced albumin synthesis associated with stable decline in serum albumin in hemodialysis patients},
	volume = {65},
	year = {2004}}

@article{he:12,
	author = {He, Jing and Carmichael, Owen and Fletcher, Evan and Singh, Baljeet and Iosif, Ana-Maria and Martinez, Oliver and Reed, Bruce and Yonelinas, Andy and DeCarli, Charles},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Neurobiology of Aging},
	number = {11},
	owner = {Alex},
	pages = {2612--2620},
	timestamp = {2014.09.16},
	title = {Influence of functional connectivity and structural MRI measures on episodic memory},
	volume = {33},
	year = {2012}}

@techreport{wain:07,
	author = {Wainwright, M. J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	institution = {Department of {S}tatistics, {UC} {B}erkeley},
	number = {725},
	title = {Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting},
	year = {2007}}

@article{bloc:03,
	author = {Block, H.W. and Li, Y. and Savits, T.H.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = japr,
	pages = {721--740},
	title = {Initial and final behavior of failure rate functions for mixtures and systems},
	volume = {40},
	year = {2003}}

@article{mamm:15,
	author = {Mammen, Enno and Miranda, Mar{\'\i}a Dolores Mart{\'\i}nez and Nielsen, Jens Perch},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Insurance: Mathematics and Economics},
	pages = {76--86},
	title = {In-sample forecasting applied to reserving and mesothelioma mortality},
	volume = {61},
	year = {2015}}

@article{mull:12:2,
	author = {Gottlieb, Andrea and M{\"u}ller, Hans-Georg and Massa, Alicia N and Wanjugi, Humphrey and Deal, Karin R and You, Frank M and Xu, Xiangyang and Gu, Yong Q and Luo, Ming-Cheng and Anderson, Olin D and others},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = ploo,
	number = {1},
	pages = {e54101},
	title = {Insular organization of gene space in grass genomes},
	volume = {8},
	year = {2013}}

@article{boud:05,
	author = {Boudaoud, Sofiane and Rix, Herv{\'e} and Meste, Olivier},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {IEEE Transactions on Signal Processing},
	number = {10},
	pages = {3644--3650},
	title = {Integral shape averaging and structural average estimation: a comparative study},
	volume = {53},
	year = {2005}}

@article{hall:84:1,
	author = {Hall, Peter},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	owner = {Hans},
	pages = {241--260},
	timestamp = {2009.07.16},
	title = {Integrated square error properties of kernel estimators of regression functions},
	volume = {12},
	year = {1984}}

@article{hall:99:1,
	author = {Hall, Peter and Presnell, Brett},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Statistical Methodology},
	issn = {1369-7412},
	journal = jrss,
	mrclass = {62G09 (62G07 62G10)},
	mrnumber = {MR1664116 (99m:62067)},
	mrreviewer = {Li-Xing Zhu},
	number = {1},
	pages = {143--158},
	title = {Intentionally biased bootstrap methods},
	volume = {61},
	year = {1999}}

@article{buja:04,
	author = {Buja, Andreas and Swayne, Deborah F. and Littman, Michael L. and Dean, Nathaniel and Hofmann, Heike},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jcgs,
	title = {Interactive Data Visualization with Multidimensional Scaling},
	year = {2004}}

@article{shen:08:2,
	author = {Shen, H. and Huang, J.Z.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Manufacturing \& Service Operations Management},
	pages = {391--410},
	title = {Interday Forecasting and Intraday Updating of Call Center Arrivals},
	volume = {10},
	year = {2008}}

@article{jame:12:1,
	author = {Tian, Tian Siva and James, Gareth M},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Computational Statistics \& Data Analysis},
	title = {Interpretable dimensionality reduction for classifying functional data},
	year = {2012}}

@article{mard:06,
	author = {Mardia, Kanti V. and Bookstein, Fred L. and Kent, John T. and Meyer, Carles R.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jmiv,
	owner = {hans},
	pages = {59--71},
	timestamp = {2011.08.26},
	title = {Intrinsic Random Fields and Image Deformations},
	volume = {26},
	year = {2006}}

@incollection{shi:09,
	author = {Shi, Xiaoyan and Styner, Martin and Lieberman, Jeffrey and Ibrahim, Joseph G and Lin, Weili and Zhu, Hongtu},
	booktitle = {Medical Image Computing and Computer-Assisted Intervention--MICCAI 2009},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {Alex},
	pages = {192--199},
	publisher = {Springer},
	timestamp = {2015.08.25},
	title = {Intrinsic regression models for manifold-valued data},
	year = {2009}}

@article{huck:10,
	__markedentry = {[Xiongtao:6]},
	author = {Huckemann, Stephan and Hotz, Thomas and Munk, Axel},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Statistica Sinica},
	pages = {1--58},
	timestamp = {2017.05.08},
	title = {Intrinsic shape analysis: Geodesic {PCA} for {R}iemannian manifolds modulo isometric {L}ie group actions},
	volume = {20},
	year = {2010}}

@book{tan:05,
	author = {Tan, Pang-Ning and Steinbach, Michael and Kumar, Vipin},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Addison Wesley},
	title = {Introduction to Data Mining},
	year = {2005}}

@book{tsyb:09,
	author = {Tsybakov, Alexandre B and Zaiats, Vladimir},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {Alex},
	publisher = {Springer},
	timestamp = {2014.11.18},
	title = {Introduction to Nonparametric Estimation},
	volume = {11},
	year = {2009}}

@book{lee:13:1,
	author = {Lee, John M},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Springer},
	title = {Introduction to Smooth Manifolds},
	year = {2013}}

@book{saga:92,
	address = {Mineola, New York},
	author = {Sagan, Hans},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Dover Publications},
	title = {Introduction to the Calculus of Variations},
	year = {1992}}

@book{bier:04,
	author = {Bierens, H. J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Cambridge University Press.},
	title = {Introduction to the Mathematical and Statistical Foundations of Econometrics.},
	year = {2004}}

@book{gohb:69,
	author = {Gohberg, I.C. and Krein, M.G.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {Hans},
	publisher = {American Statistical Association, Providence, Rhode Island},
	timestamp = {2009.06.04},
	title = {Introduction to the theory of linear non-selfadjoint operators},
	year = {1969}}

@book{gikh:69,
	author = {Gikhman, I. I. and Skorokhod},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {hans},
	publisher = {W.B. Saunders},
	timestamp = {2015.09.09},
	title = {Introduction to the Theory of Random Processes},
	year = {1969}}

@article{jian:14,
	author = {Jiang, C.-R. and Yu, W. and Wang, J.-L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	number = {2},
	owner = {zxk},
	pages = {563---591},
	publisher = {Institute of Mathematical Statistics},
	timestamp = {2013.10.28},
	title = {Inverse regression for longitudinal data},
	volume = {42},
	year = {2014}}

@article{gran:69,
	author = {Granger, Clive WJ},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Econometrica: Journal of the Econometric Society},
	pages = {424--438},
	title = {Investigating causal relations by econometric models and cross-spectral methods},
	year = {1969}}

@article{case:03,
	author = {Case, Karl E and Shiller, Robert J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Brookings Papers on Economic Activity},
	number = {2},
	owner = {hans},
	pages = {299--362},
	publisher = {Brookings Institution Press},
	timestamp = {2013.12.12},
	title = {Is there a bubble in the housing market?},
	volume = {2003},
	year = {2003}}

@article{egoz:03,
	author = {Egozcue, Juan Jos{\'e} and Pawlowsky-Glahn, V and Mateu-Figueras, G and Barcel{\'o}-Vidal, C},
	date-added = {2020-01-06 16:37:17 -0800},
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	journal = {Mathematical Geology},
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	publisher = {Springer},
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	year = {2003}}

@article{xu:01:1,
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	journal = jrsc,
	keywords = {informative drop-out; Latent variable; Longitudinal data analysis; Markov chain Monte Carlo methods; Regression; surrogate end point; Survival analysis; MCMC},
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@article{qiu:16,
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	volume = {78},
	year = {2016}}

@article{yu:04:2,
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	journal = ssin,
	mrclass = {62-07 (62F10 62P10)},
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@article{pour:99,
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	coden = {BIOKAX},
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	fjournal = {#biok#},
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	mrclass = {62J12 (62H12 62M10)},
	mrnumber = {MR1723786 (2000g:62178)},
	number = {3},
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	volume = {86},
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@article{bake:74,
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	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Transactions of the American Mathematical Society},
	issn = {0002-9947},
	journal = {Transactions of the American Mathematical Society},
	mrclass = {60G15 (28A40)},
	mrnumber = {MR0336795 (49 \#1568)},
	mrreviewer = {N. C. Jain},
	owner = {Wenjing},
	pages = {273--289},
	timestamp = {2008.08.10},
	title = {Joint measures and cross-covariance operators},
	volume = {186},
	year = {1974}}

@techreport{huan:03,
	author = {Chiung-Yu Huang and Mei-Cheng Wang},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	institution = {Johns Hopkins University},
	title = {Joint Modeling and Estimation for Recurrent Event Processes and Failure Time Data.},
	year = {2003}}

@article{tsen:05,
	author = {Tseng, Y.K. and Hsieh, F. and Wang, J.L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	owner = {hans},
	pages = {587-603},
	timestamp = {2011.01.21},
	title = {Joint modeling of accelerated failure time and longitudinal data},
	volume = {92},
	year = {2005}}

@article{tsia:04,
	author = {Tsiatis, Anastasios A. and Davidian, Marie},
	cisid = {251262},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = ssin,
	keywords = {Conditional score; Likelihood; Random effects; seminonparametric},
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	volume = {14},
	year = {2004}}

@article{hsie:06,
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@article{bora:03,
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	fjournal = {#csda#},
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	journal = csda,
	mrclass = {62N05 (62N01 62P10)},
	mrnumber = {MR1963017},
	number = {1-2},
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	title = {Joint modelling of cause-specific hazard functions with cubic splines: an application to a large series of breast cancer patients},
	volume = {42},
	year = {2003}}

@article{hend:00,
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	cisid = {213455},
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	volume = {1},
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@article{slas:03,
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	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = smed,
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	title = {Joint models for efficient estimation in proportional hazards regression models},
	volume = {22},
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@article{wint:89,
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	fjournal = {#japr#},
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	journal = japr,
	mrclass = {60K05 (60K25 90B22)},
	mrnumber = {MR1000299 (91h:60098)},
	mrreviewer = {L{\'a}szl{\'o} Szeidl},
	number = {2},
	pages = {404--407},
	title = {Joint simulation of backward and forward recurrence times in a renewal process},
	volume = {26},
	year = {1989}}

@article{wang:01,
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	coden = {JSTNAL},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jasa#},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62F15 (62P10)},
	mrnumber = {MR1946362},
	number = {455},
	pages = {895--905},
	title = {Jointly modeling longitudinal and event time data with application to acquired immunodeficiency syndrome},
	volume = {96},
	year = {2001}}

@article{bhat:90,
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	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G05 (62E20)},
	mrnumber = {MR1062716 (91e:62078)},
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	volume = {18},
	year = {1990}}

@article{mull:88:5,
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	coden = {JSTNAL},
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	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jasa#},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62P10 (62G05)},
	mrnumber = {MR963803 (89h:62170)},
	mrreviewer = {George W. Williams},
	number = {403},
	pages = {750--759},
	title = {Kernel and probit estimates in quantal bioassay},
	volume = {83},
	year = {1988}}

@article{clin:91,
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	fjournal = {Statistics. A Journal of Theoretical and Applied Statistics},
	issn = {0233-1888},
	journal = stat,
	mrclass = {62G05},
	mrnumber = {MR1097362 (92e:62069)},
	mrreviewer = {Wolfgang Wertz},
	number = {1},
	pages = {69--84},
	title = {Kernel estimation of densities with discontinuities or discontinuous derivatives},
	volume = {22},
	year = {1991}}

@article{chia:05,
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	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#sjst#},
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	journal = sjst,
	mrclass = {62G05 (62N01)},
	mrnumber = {MR2136803 (2006j:62027)},
	mrreviewer = {Winfried Stute},
	number = {1},
	pages = {77--91},
	title = {Kernel estimation of rate function for recurrent event data},
	volume = {32},
	year = {2005}}

@incollection{mull:79:1,
	address = {Berlin},
	author = {Gasser, Theo and M\"{u}ller, Hans-Georg},
	booktitle = {Smoothing techniques for curve estimation (Proc. Workshop, Heidelberg, 1979)},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	mrclass = {62G05},
	mrnumber = {MR564251 (81k:62052)},
	mrreviewer = {Wolfgang Wertz},
	pages = {23--68},
	publisher = {Springer},
	series = {Lecture Notes in Math.},
	title = {Kernel estimation of regression functions},
	volume = {757},
	year = {1979}}

@article{mull:85:4,
	author = {M\"{u}ller, Hans-Georg and Ihm, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = moii,
	keywords = {Nonparametric regression; Longitudinal data},
	pages = {218--229},
	title = {Kernel Estimation Techniques for the Analysis of Clinical Curves},
	volume = {24},
	year = {1985}}

@article{mull:85:3,
	author = {M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = sjst,
	pages = {221--232},
	title = {Kernel estimators of zeros and location and size of extrema of regression functions},
	volume = {12},
	year = {1985}}

@article{hart:86,
	author = {Hart, Jeffrey D. and Wehrly, Thomas E.},
	coden = {JSTNAL},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jasa#},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62G05},
	mrnumber = {MR867635 (88e:62091)},
	mrreviewer = {M. A. Mirzakhmedov},
	number = {396},
	pages = {1080--1088},
	title = {Kernel regression estimation using repeated measurements data},
	volume = {81},
	year = {1986}}

@book{wand:95,
	address = {London},
	author = {Wand, M. P. and Jones, M. C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {0-412-55270-1},
	mrclass = {62G05},
	mrnumber = {MR1319818 (96k:62119)},
	mrreviewer = {Theo Gasser},
	pages = {xii+212},
	publisher = {Chapman and Hall Ltd.},
	series = {Monographs on Statistics and Applied Probability},
	title = {Kernel smoothing},
	volume = {60},
	year = {1995}}

@article{hann:04,
	author = {Hannig, J. and Lee, T. C. M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = sgpr,
	pages = {1255-1266},
	title = {Kernel smoothing of periodograms under {Kullback-Leibler} discrepancy},
	volume = {84},
	year = {2004}}

@article{wu:00:1,
	author = {Wu, Colin O. and Chiang, Chin-Tsang},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Statistica Sinica},
	issn = {1017-0405},
	journal = ssin,
	mrclass = {62G07 (62G08)},
	mrnumber = {MR1769751},
	number = {2},
	owner = {Wenjing},
	pages = {433--456},
	timestamp = {2009.05.06},
	title = {Kernel smoothing on varying coefficient models with longitudinal dependent variable},
	volume = {10},
	year = {2000}}

@article{boen:00,
	author = {Boente, Graciela and Fraiman, Ricardo},
	coden = {SPLTDC},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#sple#},
	issn = {0167-7152},
	journal = sple,
	mrclass = {62G08 (62H25 62M99)},
	mrnumber = {MR1771495 (2001c:62052)},
	pages = {335--345},
	title = {Kernel-based functional principal components},
	volume = {48},
	year = {2000}}

@article{mull:85:9,
	author = {Gasser, T. and M{\"u}ller, H.-G. and Mammitzsch, V.},
	coden = {JSTBAJ},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Methodological},
	issn = {0035-9246},
	journal = jrss,
	mrclass = {62G05},
	mrnumber = {MR816088 (87b:62045)},
	number = {2},
	pages = {238--252},
	title = {Kernels for nonparametric curve estimation},
	volume = {47},
	year = {1985}}

@article{brow:00,
	author = {Brown, M.P. and Grundy, W.N. and Lin, D. and Cristianini, N. and Sugnet, C.W. and Furey, T.S. and Ares, M. Jr. and Haussler, D.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = pnas,
	number = {1},
	pages = {262-267},
	title = {Knowledge-based analysis of microarray gene expression data by using support vector machines},
	volume = {97},
	year = {2000}}

@article{belk:03,
	abstract = {One of the central problems in machine learning and pattern recognition
	
	is to develop appropriate representations for complex data. We consider
	
	the problem of constructing a representation for data lying on a
	
	low-dimensional manifold embedded in a high-dimensional space. Drawing
	
	on the correspondence between the graph Laplacian, the Laplace Beltrami
	
	operator on the manifold, and the connections to the heat equation,
	
	we propose a geometrically motivated algorithm for representing the
	
	high-dimensional data. The algorithm provides a computationally efficient
	
	approach to nonlinear dimensionality reduction that has locality-preserving
	
	properties and a natural connection to clustering. Some potential
	
	applications and illustrative examples are discussed.},
	author = {Belkin, M. And Niyogi, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {0899-7667},
	journal = neuc,
	pages = {1373--1396},
	publisher = {M I T Press},
	title = {Laplacian eigenmaps for dimensionality reduction and data representation},
	volume = {15},
	year = {2003}}

@article{bhat:03,
	author = {Bhattacharya, R. And Patrangenaru, V.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {0090-5364},
	journal = asta,
	pages = {1--29},
	publisher = {Inst Mathematical Statistics},
	title = {Large sample theory of intrinsic and extrinsic sample means on manifolds - {I}},
	volume = {31},
	year = {2003}}

@article{bhat:05,
	author = {Bhattacharya, R. And Patrangenaru, V.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	pages = {1225--1259},
	title = {Large sample theory of intrinsic and extrinsic sample means on manifolds - {II}},
	volume = {33},
	year = {2005}}

@article{wen:98,
	author = {Wen, Xiling and Fuhrman, Stefanie and Michaels, George S. and Carr, Daniel B. and Smith, Susan and Barker, Jeffery L. and Somogyi, Roland},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1073/pnas.95.1.334},
	eprint = {http://www.pnas.org/cgi/reprint/95/1/334.pdf},
	journal = pnas,
	number = {1},
	pages = {334-339},
	title = {Large-scale temporal gene expression mapping of central nervous system development},
	url = {http://www.pnas.org/cgi/content/abstract/95/1/334},
	volume = {95},
	year = {1998},
	bdsk-url-1 = {http://www.pnas.org/cgi/content/abstract/95/1/334},
	bdsk-url-2 = {https://doi.org/10.1073/pnas.95.1.334}}

@article{mukh:10,
	author = {Mukherjee, S. and Wu, Q. and Zhou, D.X.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bern,
	owner = {hans},
	pages = {181--207},
	timestamp = {2011.09.10},
	title = {Learning gradients on manifolds},
	volume = {16},
	year = {2010}}

@article{hvid:03,
	author = {Hvidsten, Torgeir R. and Laegreid, Astrid and Komorowski, Jan},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1093/bioinformatics/btg047},
	eprint = {http://bioinformatics.oxfordjournals.org/cgi/reprint/19/9/1116.pdf},
	journal = bioi,
	number = {9},
	pages = {1116--1123},
	title = {Learning rule-based models of biological process from gene expression time profiles using Gene Ontology},
	url = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/9/1116},
	volume = {19},
	year = {2003},
	bdsk-url-1 = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/9/1116},
	bdsk-url-2 = {https://doi.org/10.1093/bioinformatics/btg047}}

@article{efro:04,
	author = {Efron, B. and Hastie, T. and Johnstone, I. and Tibshirani, R.},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {The Annals of Statistics},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62J07},
	mrnumber = {MR2060166 (2005d:62116)},
	mrreviewer = {Holger Dette},
	note = {With discussion, and a rejoinder by the authors},
	number = {2},
	pages = {407--499},
	title = {Least angle regression},
	volume = {32},
	year = {2004}}

@article{rens:03,
	author = {Renshaw, Arthur and Haberman, Steven},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series C. Applied Statistics},
	issn = {0035-9254},
	journal = jrsc,
	mrclass = {62N05},
	mrnumber = {MR1959085},
	number = {1},
	pages = {119--137},
	title = {Lee-{C}arter mortality forecasting: a parallel generalized linear modelling approach for {E}ngland and {W}ales mortality projections},
	volume = {52},
	year = {2003}}

@article{mull:09:8,
	author = {Carey, J.R. and Liedo, P. and M\"{u}ller, H.-G. and Wang, J.L. and Yang, W. and Molleman, F.},
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = eger,
	pages = {541--545},
	title = {Leg impairments elicit graded and sex-specific demographic responses in the tephritid fruit fly {A}nastrepha ludens.},
	volume = {44},
	year = {2009}}

@phdthesis{daux:76,
	address = {Toulouse},
	author = {Dauxois, J. and Pousse, A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	school = {University of Toulouse},
	title = {Les analyses factorielles en calcul des probabilit\'{e}s et statistique: essai d'\'{e}tude synth\'etique},
	year = {1976}}

@inproceedings{frec:48,
	author = {Fr{\'e}chet, Maurice},
	booktitle = {Annales de l'Institut Henri Poincar{\'e}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {215--310},
	title = {Les {\'e}l{\'e}ments al{\'e}atoires de nature quelconque dans un espace distanci{\'e}},
	volume = {10},
	year = {1948}}

@article{mull:01:1,
	author = {Kaysen, George A. and Dubin, Joel A. and M\"{u}ller, Hans-Georg and Mitch, William E. and Levin, Nathan W. and {HEMO Study Group}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = kint,
	pages = {2360--2366},
	title = {Levels of $\alpha$1 acid glycoprotein and ceruloplasmin predict future albumin levels in hemodialysis patients},
	volume = {60},
	year = {2001}}

@article{mull:08:11,
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	number = {2},
	pages = {365--379},
	title = {Modelling multiple time series via common factors},
	volume = {95},
	year = {2008}}

@article{reit:08,
	author = {Reithinger, Florian and Jank, Wolfgang and Tutz, Gerhard and Shmueli, Galit},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrsc,
	owner = {bifoliate},
	pages = {127-148},
	timestamp = {2009.02.10},
	title = {Modelling price paths in on-line auctions: smoothing sparse and unevenly sampled curves by using semiparametric mixed models},
	volume = {57},
	year = {2008}}

@article{robe:02,
	author = {ROBERT-GRANIE , C. and HEUDE, B. and FOULLEY, J.-L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Genetics Selection Evolution},
	pages = {42345},
	title = {Modelling the growth curve of Maine-Anjou beef cattle using heteroskedastic random coefficients models.},
	volume = {34},
	year = {2002}}

@article{zege:88,
	author = {Zeger, Scott L. and Liang, Kung-Yee and Albert, Paul S.},
	coden = {BIOMB6},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Biometrics. Journal of the Biometric Society},
	issn = {0006-341X},
	journal = bios,
	mrclass = {62P10},
	mrnumber = {MR980999},
	number = {4},
	pages = {1049--1060},
	title = {Models for longitudinal data: a generalized estimating equation approach},
	volume = {44},
	year = {1988}}

@incollection{russ:08,
	address = {New York},
	author = {Russo, Ralph P. and Shmueli, Galit and Shyamalkumar, Nariankadu D.},
	booktitle = {Statistical Methods in eCommerce Research},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Jank, Wolfgang and Shmueli, Gailt},
	owner = {bifoliate},
	publisher = {Wiley},
	timestamp = {2009.02.10},
	title = {Models of Bidder Activity Consistent with Self-Similar Bid Arrivals},
	year = {2008}}

@book{borg:05,
	author = {Borg, I. and Groenen, P.J.F.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {Hans},
	publisher = {Springer},
	timestamp = {2010.04.20},
	title = {Modern Multidimensional Scaling},
	year = {2005}}

@article{mull:03:5,
	author = {Liu, Xueli and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1093/bioinformatics/btg257},
	journal = bioi,
	myeprint = {http://bioinformatics.oxfordjournals.org/cgi/reprint/19/15/1937.pdf},
	myurl = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/19/15/1937},
	number = {15},
	pages = {1937-1944},
	title = {Modes and clustering for time-warped gene expression profile data},
	volume = {19},
	year = {2003},
	bdsk-url-1 = {https://doi.org/10.1093/bioinformatics/btg257}}

@article{zhao:03,
	author = {Zhao, Y. and Pan, W.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bioi,
	number = {9},
	pages = {1046-54},
	title = {Modified nonparametric approaches to detecting differentially expressed genes in replicated microarray experiments},
	volume = {19},
	year = {2003}}

@incollection{gijb:06,
	address = {New York},
	author = {Gijbels, I.},
	booktitle = {{Encyclopedia of Statistical Sciences, Second Edition}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Kotz, Samuel and Read, Campbell B. and Balakrishnan, N. and Vidakovic, Brani},
	publisher = {John Wiley \& Sons, Inc},
	title = {Monotone regression},
	year = {2006}}

@article{kell:90,
	author = {Kelly, Colleen and Rice, John},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bios,
	keywords = {Spline},
	pages = {1071--1085},
	title = {Monotone Smoothing with Application to Dose-response Curves and the Assessment of Synergism},
	volume = {46},
	year = {1990}}

@article{mull:90:4,
	author = {Schl\"{o}tzer-Schrehardt, U. and Wirtz, P. M. and M\"{u}ller, Hans-Georg and Lang, G. K. and Naumann, G. O.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = foph,
	pages = {59--68},
	title = {Morphometrische Analyse altersabh\"{a}ngiger Ver\"{a}nderungen des menschlichen Ziliark\"{o}rpers},
	volume = {87},
	year = {1990}}

@article{mull:99:5,
	author = {Carey, James R. and Liedo, Pablo and M\"{u}ller, Hans-Georg and Wang, Jane-Ling and Chiou, Jeng-Min},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jgbm,
	pages = {424--431},
	title = {Mortality oscillations induced by periodic starvation alter sex-mortality differentials in {M}editerranean fruit flies},
	volume = {54},
	year = {1999}}

@article{ferr:10,
	author = {Ferraty, F. and Hall, P. and Vieu, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	owner = {hans},
	pages = {807--824},
	timestamp = {2013.06.21},
	title = {Most-predictive design points for functional data predictors},
	volume = {97},
	year = {2010}}

@article{hall:10:1,
	author = {Ferraty, Fr{\'e}d{\'e}ric and Hall, P and Vieu, Philippe},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Biometrika},
	number = {4},
	pages = {807--824},
	title = {Most-predictive design points for functional data predictors},
	volume = {97},
	year = {2010}}

@book{cox:01,
	author = {Cox, Trevor F. and Cox, Michael A. A.},
	cisid = {223732},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {1-58488-094-5},
	pages = {308},
	publisher = {Chapman \& Hall Ltd},
	title = {Multidimensional Scaling.},
	year = {2001}}

@book{krus:78,
	author = {Kruskal, J. B. and Wish, M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {Daniel},
	publisher = {Sage Publications},
	timestamp = {2010.01.16},
	title = {Multidimensional Scaling},
	year = {1978}}

@article{serb:13,
	author = {Serban, Nicoleta and Staicu, Ana-Maria and Carroll, Raymond J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bios,
	pages = {903--913},
	title = {Multilevel Cross-Dependent Binary Longitudinal Data},
	volume = {69},
	year = {2013}}

@article{zipu:12,
	author = {Zipunnikov, V. and Caffo, B. and Crainiceanu, C. and Yousem, D.M. and Davatzikos, C. and Schwartz, B.S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jcgs,
	owner = {hans},
	pages = {xxx--xxx},
	timestamp = {2012.01.14},
	title = {Multilevel Functional Principal Component Analysis for High-Dimensional Data},
	volume = {xxx},
	year = {2012}}

@article{Di:09,
	author = {Di,C.-Z. and C.M.Crainiceanu and B.S.Caffo and N.M.Punjabi},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = aast,
	pages = {458--488},
	title = {Multilevel functional principal component models.},
	volume = {3},
	year = {2009}}

@article{mull:93:9,
	author = {M\"{u}ller, Hans-Georg and Prewitt, Kathryn A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jman#},
	issn = {0047-259X},
	journal = jman,
	mrclass = {62G05 (62G20)},
	mrnumber = {MR1239102 (95g:62075)},
	mrreviewer = {Thomas W. Sager},
	number = {1},
	pages = {1--21},
	title = {Multiparameter bandwidth processes and adaptive surface smoothing},
	volume = {47},
	year = {1993}}

@article{mull:00:3,
	author = {Braun, J. V. and Braun, R. K. and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1093/biomet/87.2.301},
	journal = biok,
	myeprint = {http://biomet.oxfordjournals.org/cgi/reprint/87/2/301.pdf},
	myurl = {http://biomet.oxfordjournals.org/cgi/content/abstract/87/2/301},
	number = {2},
	pages = {301--314},
	title = {Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation},
	volume = {87},
	year = {2000},
	bdsk-url-1 = {https://doi.org/10.1093/biomet/87.2.301}}

@article{rahm:05,
	__markedentry = {[Xiongtao:6]},
	author = {Inam Ur Rahman and Iddo Drori and Victoria C. Stodden and David L. Donoho and Peter Schr\"oder},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1137/050622729},
	journal = {Multiscale Modeling {\&} Simulation},
	month = {jan},
	number = {4},
	owner = {xiongtao},
	pages = {1201--1232},
	publisher = {Society for Industrial {\&} Applied Mathematics ({SIAM})},
	timestamp = {2017.04.16},
	title = {Multiscale representations for manifold-valued data},
	volume = {4},
	year = {2005},
	bdsk-url-1 = {https://doi.org/10.1137/050622729}}

@book{mard:79,
	address = {London},
	author = {Mardia, Kantilal Varichand and Kent, John T. and Bibby, John M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {0-12-471250-9},
	mrclass = {62-01 (62Hxx)},
	mrnumber = {MR560319 (81h:62003)},
	mrreviewer = {A. W. Davis},
	note = {Probability and Mathematical Statistics: A Series of Monographs and Textbooks},
	pages = {xv+521},
	publisher = {Academic Press [Harcourt Brace Jovanovich Publishers]},
	title = {Multivariate analysis},
	year = {1979}}

@article{mull:99:2,
	author = {M\"{u}ller, Hans-Georg and Stadtm\"{u}ller, Ulrich},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrss,
	keywords = {Curve estimation; Density estimation},
	pages = {439--458},
	title = {Multivariate Boundary Kernels and a Continuous Least Squares Principle},
	volume = {61},
	year = {1999}}

@book{scot:15,
	author = {Scott, David W},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {John Wiley \& Sons},
	title = {Multivariate density estimation: theory, practice, and visualization},
	year = {2015}}

@article{rupp:94,
	author = {Ruppert, David and Wand, M. P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	pages = {1346--1370},
	title = {Multivariate locally weighted least squares regression},
	volume = {22},
	year = {1994}}

@article{fan:92:1,
	author = {Fan, Jianqing and Masry, Elias},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jman#},
	issn = {0047-259X},
	journal = jman,
	mrclass = {62G07 (60F05 62H10)},
	mrnumber = {MR1193614 (94d:62121)},
	mrreviewer = {Mir Maswood Ali},
	number = {2},
	pages = {237--271},
	title = {Multivariate regression estimation with errors-in-variables: asymptotic normality for mixing processes},
	volume = {43},
	year = {1992}}

@article{cres:84,
	author = {Cressie, N. A. C. and Read, T. R. C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrss,
	pages = {440--464},
	title = {Mutinomial goodness-of-fit tests},
	volume = {46},
	year = {1984}}

@article{cero:06,
	author = {C\'erou,Fr\'ed\'eric and Guyader,Arnaud},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {1262-3318},
	journal = {ESAIM: Probability and Statistics},
	numpages = {16},
	owner = {hans},
	pages = {340--355},
	timestamp = {2015.07.31},
	title = {Nearest neighbor classification in infinite dimension},
	volume = {10},
	year = {2006}}

@article{fan:08:2,
	author = {Fan, J. and Feng, Y. and Wu, Y.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = aast,
	title = {Network exploration via the adaptive LASSO and SCAD penalties},
	year = {2009}}

@article{van:13,
	author = {van den Heuvel, Martijn P and Sporns, Olaf},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Trends in cognitive sciences},
	number = {12},
	owner = {hans},
	pages = {683--696},
	publisher = {Elsevier},
	timestamp = {2014.09.25},
	title = {Network hubs in the human brain},
	volume = {17},
	year = {2013}}

@book{newm:10,
	author = {Newman, Mark},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Oxford University Press},
	title = {Networks: an introduction},
	year = {2010}}

@book{spor:11,
	author = {Sporns, Olaf},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {The MIT Press},
	title = {Networks of the Brain},
	year = {2011}}

@inproceedings{mull:93:5,
	address = {Stuttgart},
	author = {Dern, N. and M\"{u}ller, Hans-Georg and Oepen, I.},
	booktitle = {Unkonventionelle medizinische Verfahren},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Oepen, I. and Fischer-Verlag, G},
	pages = {136--149},
	title = {Neue Argumente zur Irisdiagnostik},
	year = {1993}}

@article{runz:13,
	author = {Yao, Weixin and Li, Runze},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
	number = {1},
	pages = {123--138},
	title = {New local estimation procedure for a non-parametric regression function for longitudinal data},
	volume = {75},
	year = {2013}}

@article{ferr:13:2,
	author = {Ferreira, Ricardo and Xavier, Jo{\~a}o and Costeira, Jo{\~a}o P and Barroso, Victor},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {IEEE Journal of Selected Topics in Signal Processing},
	pages = {634--645},
	title = {Newton algorithms for Riemannian distance related problems on connected locally symmetric manifolds},
	volume = {7},
	year = {2013}}

@inproceedings{mull:85:7,
	address = {Heidelberg},
	author = {M\"{u}ller, Hans-Georg},
	booktitle = {Neuere Verfahren dernichtparametrischen Statistik},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Pflug, G. C.},
	pages = {88--108},
	publisher = {Springer-Verlag},
	title = {Nichtparametricsche Regression f\"{u}r die Analyse von Verlaufskurven},
	year = {1985}}

@article{fan:04,
	author = {Fan, Jianqing and Peng, Heng},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62F12},
	mrnumber = {MR2065194 (2005g:62047)},
	mrreviewer = {B. L. S. Prakasa Rao},
	number = {3},
	pages = {928--961},
	title = {Nonconcave penalized likelihood with a diverging number of parameters},
	volume = {32},
	year = {2004}}

@article{dryd:09,
	author = {Dryden, I. L. and Koloydenko, A. and Zhou, D.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = aast,
	owner = {hans},
	pages = {1102--1123},
	timestamp = {2012.01.14},
	title = {Non-{E}uclidean statistics for covariance matrices, with applications to diffusion tensor imaging},
	volume = {3},
	year = {2009}}

@article{carr:04:1,
	author = {Carroll, Raymond J. and Ruppert, David and Crainiceanu, Ciprian M. and Tosteson, Tor D. and Karagas, Margaret R.},
	coden = {JSTNAL},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the American Statistical Association},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62J02 (62C05 62F12)},
	mrnumber = {MR2090907 (2005h:62173)},
	mrreviewer = {Alexander G. Kukush},
	number = {467},
	owner = {Wenjing},
	pages = {736--750},
	timestamp = {2009.05.06},
	title = {Nonlinear and nonparametric regression and instrumental variables},
	volume = {99},
	year = {2004}}

@article{rowe:00,
	abstract = {Many areas of science depend on exploratory data analysis and visualization.
	
	The need to analyze Large amounts of multivariate data raises the
	
	fundamental problem of dimensionality reduction: how to discover
	
	compact representations of high-dimensional data. Here, we introduce
	
	Locally Linear embedding (LLE), an unsupervised Learning algorithm
	
	that computes Low-dimensional, neighborhood- preserving embeddings
	
	of high-dimensional inputs. Unlike clustering methods for Local dimensionality
	
	reduction, LLE maps its inputs into a single global coordinate system
	
	of lower dimensionality, and its optimizations do not involve Local
	
	minima. By exploiting the local symmetries of Linear reconstructions,
	
	LLE is able to Learn the global structure of nonlinear manifolds,
	
	such as those generated by images of faces or documents of text.},
	author = {Roweis, S. T. and Saul, L. K.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {0036-8075},
	journal = scie,
	keywords = {PRINCIPAL COMPONENT ANALYSIS, NETWORKS},
	number = {5500},
	publisher = {Amer Assoc Advancement Science},
	title = {Nonlinear dimensionality reduction by locally linear embedding},
	volume = {290},
	year = {2000}}

@article{gall:93,
	author = {Gallant, A Ronald and Rossi, Peter E and Tauchen, George},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Econometrica: Journal of the Econometric Society},
	pages = {871--907},
	title = {Nonlinear dynamic structures},
	year = {1993}}

@article{hoff:08,
	author = {Hoffmann, Marc and Reiss, Markus},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G07},
	mrnumber = {MR2387973},
	number = {1},
	pages = {310--336},
	title = {Nonlinear estimation for linear inverse problems with error in the operator},
	volume = {36},
	year = {2008}}

@article{mull:12:1,
	author = {Chen, D. and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	pages = {1--29},
	title = {Nonlinear manifold representations for functional data},
	volume = {40},
	year = {2012}}

@article{azua:05,
	author = {Azuaje, F. and Wang, H. and Chesneau, A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {BMC Bioinform},
	pages = {13},
	title = {Non-linear mapping for exploratory data analysis in functional genomics},
	volume = {6},
	year = {2005}}

@book{davi:98,
	address = {New York},
	author = {Davidian, Marie and Giltinan, David M.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {359},
	publisher = {Chapman \& Hall Ltd},
	title = {Nonlinear Models for Repeated Measurement Data},
	year = {1995}}

@article{gold:91,
	author = {Goldstein, Harvey},
	cisid = {128634},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	keywords = {Log-linear model},
	pages = {45--51},
	title = {Nonlinear Multilevel Models, with an Application to Discrete Response Data},
	volume = {78},
	year = {1991}}

@inproceedings{kuhn:51,
	address = {Berkeley, CA},
	author = {Kuhn, H.W. and Tucker, A.W.},
	booktitle = {Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Neyman, Jerzy},
	pages = {481--492},
	publisher = {University of California Press},
	title = {Nonlinear programming},
	year = {1951}}

@article{beng:06,
	author = {Bengio, Yoshua and Monperrus, Martin and Larochelle, Hugo},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = neuc,
	owner = {Mueller},
	pages = {2509--2528},
	timestamp = {2010.05.10},
	title = {Nonlocal estimation of manifold structure},
	volume = {18},
	year = {2006}}

@article{krus:64,
	author = {Kruskal, J.B.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = psyc,
	pages = {115--129},
	title = {Nonmetric multidimensional scaling: A numerical method},
	volume = {29},
	year = {1964}}

@article{bhat:02,
	abstract = {A central limit theorem for intrinsic means on a complete flat manifold
	
	and some asymptotic properties of the intrinsic total sample variance
	
	on an arbitrary complete manifold are given. A studentized pivotal
	
	statistic and its bootstrap analogue which yield confidence regions
	
	for the intrinsic mean on a complete flat manifold are also derived.
	
	(C) 2002 Elsevier Science B.V. All rights reserved.},
	author = {Bhattacharya, R. And Patrangenaru, V.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {0378-3758},
	journal = jspi,
	keywords = {SHAPE-ANALYSIS, MEAN SHAPES, PROBABILITY, CONSISTENCY, intrinsic mean, extrinsic mean, total intrinsic variance, consistency, bootstrapping},
	month = nov,
	number = {1--2},
	pages = {23--35},
	publisher = {Elsevier Science Bv},
	title = {Nonparametic estimation of location and dispersion on Riemannian manifolds},
	volume = {108},
	year = {2002}}

@article{carr:08,
	author = {Carroll, R.J. and Aity, A. and Mammen, E. and Yu, K.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	owner = {hans},
	pages = {383-398},
	timestamp = {2011.06.05},
	title = {Nonparametric additive regression for repeatedly measured data},
	volume = {36},
	year = {2008}}

@article{mull:90:5,
	author = {M\"{u}ller, Hans-Georg and Wang, Jane-Ling},
	coden = {BIOKAX},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#biok#},
	issn = {0006-3444},
	journal = biok,
	mrclass = {62G05 (62N05)},
	mrnumber = {MR1064802 (91f:62072)},
	number = {2},
	pages = {305--314},
	title = {Nonparametric analysis of changes in hazard rates for censored survival data: an alternative to change-point models},
	volume = {77},
	year = {1990}}

@article{carl:88,
	author = {Carlstein, E.},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G05},
	mrnumber = {MR924865 (89b:62079)},
	mrreviewer = {E. F. Schuster},
	number = {1},
	pages = {188--197},
	title = {Nonparametric change-point estimation},
	volume = {16},
	year = {1988}}

@article{chio:03,
	author = {Chiou, Jeng-Min},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	title = {Nonparametric covariance estimation in generalized estimating equations for longitudinal data},
	year = {2003}}

@article{grom:13,
	author = {Gromenko, Oleksandr and Kokoszka, Piotr and Zhu, Lie and Sojka, Jan},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Computational Statistics and Data Analysis},
	pages = {82--94},
	title = {Nonparametric estimation in small data sets of spatially indexed curves with application to temporal trend determination},
	volume = {59},
	year = {2013}}

@article{hall:00,
	author = {Hall, Peter and Reimann, James and Rice, John},
	coden = {BIOKAX},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#biok#},
	issn = {0006-3444},
	journal = biok,
	mrclass = {62G08 (62G20)},
	mrnumber = {MR1789808 (2001h:62071)},
	number = {3},
	pages = {545--557},
	title = {Nonparametric estimation of a periodic function},
	volume = {87},
	year = {2000}}

@article{doks:95,
	author = {Doksum, Kjell and Samarov, Alexander},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	keywords = {Bandwidth},
	pages = {1443--1473},
	title = {Nonparametric Estimation of Global Functionals and a Measure of the Explanatory Power of Covariates in Regression},
	volume = {23},
	year = {1995}}

@article{hall:01:2,
	author = {Hall, Peter and Huang, Li-Shan and Gifford, James A. and Gijbels, Ir{\`e}ne},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of Computational and Graphical Statistics},
	issn = {1061-8600},
	journal = jcgs,
	mrclass = {62G05 (62N01 62N05)},
	mrnumber = {MR1939041 (2003i:62063)},
	mrreviewer = {Hari G. Mukerjee},
	number = {3},
	pages = {592--614},
	title = {Nonparametric estimation of hazard rate under the constraint of monotonicity},
	volume = {10},
	year = {2001}}

@article{wate:91,
	author = {Watelet, L. and Winter, B. B.},
	coden = {CSTMDC},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Communications in Statistics. Theory and Methods},
	issn = {0361-0926},
	journal = citm,
	mrclass = {62G05 (60K10)},
	mrnumber = {MR1141963 (93a:62070)},
	mrreviewer = {M. Bertrand-Retali},
	number = {7},
	pages = {2073--2094},
	title = {Nonparametric estimation of nonincreasing densities and use of data from renewal processes},
	volume = {20},
	year = {1991}}

@article{yao:00,
	author = {Yao, Qiwei and Tong, Howell},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#ssin#},
	issn = {1017-0405},
	journal = ssin,
	mrclass = {62J02 (62G08 62G20 62M10)},
	mrnumber = {MR1787778},
	number = {3},
	pages = {751--770},
	title = {Nonparametric estimation of ratios of noise to signal in stochastic regression},
	volume = {10},
	year = {2000}}

@article{card:00:1,
	author = {Cardot, Herv{\'e}},
	coden = {NOSTEK},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jnst#},
	issn = {1048-5252},
	journal = jnst,
	mrclass = {62G08 (62G20 62H25)},
	mrnumber = {MR1785396 (2001e:62037)},
	number = {4},
	pages = {503--538},
	title = {Nonparametric estimation of smoothed principal components analysis of sampled noisy functions},
	volume = {12},
	year = {2000}}

@article{mull:86,
	author = {M\"{u}ller, Hans-Georg and Gasser, Theo},
	coden = {CCROAT},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Cahiers du Centre d'\'Etudes de Recherche Op\'erationnelle. Operations Research, Statistics and Applied Mathematics},
	issn = {0774-3068},
	journal = ccer,
	mrclass = {62M15 (62G05)},
	mrnumber = {MR873834},
	number = {1-3},
	pages = {163--173},
	title = {Nonparametric estimation of spectral densities and their derivatives: integrated mean squared error, choice of window width and applications},
	volume = {28},
	year = {1986}}

@article{ioan:02,
	author = {Ioannides, D. A. and Matzner-L{\o}ber, E.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jnst#},
	issn = {1048-5252},
	journal = jnst,
	mrclass = {62G05 (62F05)},
	mrnumber = {MR1905756 (2003c:62076)},
	number = {3},
	pages = {341--352},
	title = {Nonparametric estimation of the conditional mode with errors-in-variables: strong consistency for mixing processes},
	volume = {14},
	year = {2002}}

@article{gass:98,
	author = {Gasser, Theo and Hall, Peter and Presnell, Brett},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Statistical Methodology},
	issn = {1369-7412},
	journal = jrss,
	mrclass = {62G05},
	mrnumber = {MR1649539 (99e:62043)},
	number = {4},
	pages = {681--691},
	title = {Nonparametric estimation of the mode of a distribution of random curves},
	volume = {60},
	year = {1998}}

@article{mull:03:9,
	author = {Facer, M. and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jman,
	pages = {191--217},
	title = {Nonparametric estimation of the peak location in a response surface},
	volume = {87},
	year = {2003}}

@article{lint:02,
	author = {Linton, Oliver and Whang, Yoon-Jae},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Econometric Theory},
	issn = {0266-4666},
	journal = ethe,
	mrclass = {62G07},
	mrnumber = {MR1891830 (2002m:62071)},
	number = {2},
	pages = {420--468},
	title = {Nonparametric estimation with aggregated data},
	volume = {18},
	year = {2002}}

@article{gueg:18,
	author = {Gu{\'e}gan, Dominque and Iacopini, Matteo},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {arXiv preprint arXiv:1803.06823},
	title = {Nonparametric forecasting of multivariate probability density functions},
	year = {2018}}

@article{lin:00,
	author = {Lin, Xihong and Carroll, Raymond J.},
	coden = {JSTNAL},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jasa#},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62G08 (62G20 62H30)},
	mrnumber = {MR1803170 (2001k:62055)},
	number = {450},
	pages = {520--534},
	title = {Nonparametric function estimation for clustered data when the predictor is measured without/with error},
	volume = {95},
	year = {2000}}

@inproceedings{fan:91:2,
	author = {Fan, Jianqing and Truong, Young K. and Wang, Yonghua},
	booktitle = {Nonparametric Functional Estimation and Related Topics},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Roussas, George},
	pages = {613--627},
	publisher = {Kluwer Academic Publishers Group},
	title = {Nonparametric Function Estimation Involving Errors-in-variables},
	year = {1991}}

@article{prie:72,
	author = {Priestley, M. B. and Chao, M. T.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Methodological},
	issn = {0035-9246},
	journal = jrss,
	mrclass = {62G05},
	mrnumber = {MR0331616 (48 \#9948)},
	mrreviewer = {Lionel Weiss},
	pages = {385--392},
	title = {Non-parametric function fitting},
	volume = {34},
	year = {1972}}

@book{ferr:06,
	address = {New York},
	author = {Ferraty, F. and Vieu, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Springer, New York},
	title = {{Nonparametric Functional Data Analysis.}},
	year = {2006}}

@book{ferr:07:4,
	author = {Ferraty, F. and Goia, A. and Vieu, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {W. H\"{a}rdle, Y. Mori and P. Vieu},
	owner = {Daniel},
	publisher = {Springer, Berlin.},
	timestamp = {2009.05.03},
	title = {Nonparametric functional methods: new tools for chemometric analysis. In Statistical Methods for Biostatistics and Related Fields, pp. 245-264.},
	year = {2007b}}

@article{yand:83,
	author = {Yandell, Brian S.},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G05 (62P10)},
	mrnumber = {MR720258 (85b:62038)},
	mrreviewer = {G. K. Bhattacharyya},
	number = {4},
	pages = {1119--1135},
	title = {Nonparametric inference for rates with censored survival data},
	volume = {11},
	year = {1983}}

@article{jaco:00,
	author = {Jacod, J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1111/1467-9469.00180},
	fjournal = {Scandinavian Journal of Statistics. Theory and Applications},
	issn = {0303-6898},
	journal = sjst,
	mrclass = {62M05 (62G05 62G20)},
	mrnumber = {1774045 (2001c:62089)},
	number = {1},
	pages = {83--96},
	title = {Non-parametric kernel estimation of the coefficient of a diffusion},
	url = {http://dx.doi.org/10.1111/1467-9469.00180},
	volume = {27},
	year = {2000},
	bdsk-url-1 = {http://dx.doi.org/10.1111/1467-9469.00180}}

@article{hall:01:1,
	author = {Hall, Peter and Huang, Li-Shan},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {The Annals of Statistics},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G07 (62G20)},
	mrnumber = {MR1865334 (2002h:62109)},
	number = {3},
	pages = {624--647},
	title = {Nonparametric kernel regression subject to monotonicity constraints},
	volume = {29},
	year = {2001}}

@article{ronn:01,
	abstract = {The analysis of a sample of curves can be done by self-modelling regression
	methods. Within this framework we follow the ideas of nonparametric
	maximum likelihood estimation known from event history analysis and
	the counting process set-up. We derive an infinite dimensional score
	equation and from there we suggest an algorithm to estimate the shape
	function for a simple shape invariant model. The nonparametric maximum
	likelihood estimator that we find turns out to be a Nadaraya-Watson-like
	estimator, but unlike in the usual kernel smoothing situation we
	do not need to select a bandwidth or even a kernel function, since
	the score equation automatically selects the shape and the smoothing
	parameter for the estimation. We apply the method to a sample of
	electrophoretic spectra to illustrate how it works.},
	author = {Ronn, B. B.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {1369-7412},
	journal = jrss,
	keywords = {NONLINEAR-REGRESSION, curve alignment, frechet differentiation, nonparametric maximum likelihood estimation, sample of curves, semiparametric models},
	month = {Part},
	owner = {kehui},
	pages = {243--259},
	publisher = {Blackwell Publ Ltd},
	timestamp = {2011.11.02},
	title = {Nonparametric maximum likelihood estimation for shifted curves},
	volume = {63},
	year = {2001}}

@article{gerv:05,
	author = {Gervini, Daniel and Gasser, Theo},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	keywords = {Curve registration; Functional data; Longitudinal data; Phase variation; Time warping},
	number = {4},
	pages = {801--820},
	title = {Nonparametric Maximum Likelihood Estimation of the Structural Mean of a Sample of Curves},
	volume = {92},
	year = {2005}}

@inproceedings{mull:96:4,
	author = {Capra, William B. and M\"{u}ller, Hans-Georg and Wang, Jane-Ling},
	booktitle = {ASA Proceedings of the Biometrics Section},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {74--82},
	publisher = {American Statistical Association},
	title = {Nonparametric Methods for Oldest-old Mortality and Biological Lifespan},
	year = {1996}}

@inproceedings{mull:88:3,
	address = {Namur/Belgium, Soci\'{e}t\'{e} Adolphe Quetelet, Gembloux/Belgium},
	author = {M\"{u}ller, Hans-Georg and Remschmidt, H.},
	booktitle = {Proceedings of Invited Papers of the 14th International Biometric Conference},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {229--240},
	title = {Nonparametric methods for the analysis of longitudinal medical data, with an application to the prognosis of anorectic patients from longitudinal weight measurements.},
	year = {1988}}

@article{rice:01,
	author = {Rice, John A. and Wu, Colin O.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Biometrics},
	issn = {0006-341X},
	journal = bios,
	mrclass = {Database Expansion Item},
	mrnumber = {MR1833314},
	number = {1},
	pages = {253--259},
	title = {Nonparametric mixed effects models for unequally sampled noisy curves},
	volume = {57},
	year = {2001}}

@article{ferr:04,
	author = {Ferraty, F. and Vieu, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#jnst#},
	issn = {1048-5252},
	journal = jnst,
	mrclass = {62G08 (62G05 62M10 62M20)},
	mrnumber = {MR2053065 (2005d:62074)},
	mrreviewer = {Vladimir Zaiats},
	note = {The International Conference on Recent Trends and Directions in Nonparametric Statistics},
	number = {1-2},
	pages = {111--125},
	title = {Nonparametric models for functional data, with application in regression, time-series prediction and curve discrimination},
	volume = {16},
	year = {2004}}

@inproceedings{mull:98:9,
	author = {M\"{u}ller, Hans-Georg},
	booktitle = {Asymptotic Methods in Probability and Statistics. A volume in Honor of Mikl\'{o}s Cs\"{o}rg\H{o}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Szyszkowicz, Barbara},
	pages = {595--609},
	publisher = {Elsevier/North-Holland [Elsevier Science Publishing Co., New York; North-Holland Publishing Co., Amsterdam]},
	title = {Non-parametric Models for Non-smooth Functions},
	year = {1998}}

@article{wegm:72,
	author = {Wegman, Edward J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tech,
	pages = {533--546},
	title = {Nonparametric probability density estimation: I. A summary of available methods},
	volume = {14},
	year = {1972}}

@article{mull:99:1,
	author = {Chiou, Jeng-Min and M\"{u}ller, Hans-Georg},
	coden = {ASTSC7},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#asta#},
	issn = {0090-5364},
	journal = asta,
	mrclass = {62G07 (62G10 62J12)},
	mrnumber = {MR1701100 (2001b:62029)},
	mrreviewer = {Andreas Futschik},
	number = {1},
	pages = {36--64},
	title = {Nonparametric quasi-likelihood},
	volume = {27},
	year = {1999}}

@article{mull:84:2,
	author = {Gasser, Theo and M\"{u}ller, Hans-Georg and K\"{o}hler, Walter and Molinari, Luciano and Prader, Andrea},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	pages = {210--229},
	title = {Nonparametric Regression Analysis of Growth Curves},
	volume = {12},
	year = {1984}}

@book{mull:88:1,
	address = {New York},
	author = {M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {199},
	publisher = {Springer-Verlag Inc},
	title = {Nonparametric Regression Analysis of Longitudinal Data},
	year = {1988}}

@article{stan:98,
	author = {Staniswalis, Joan G. and Lee, J. Jack},
	coden = {JSTNAL},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal fo the American Statistical Association},
	issn = {0162-1459},
	journal = jasa,
	mrclass = {62G07 (62P10)},
	mrnumber = {MR1666636 (99h:62051)},
	number = {444},
	pages = {1403--1418},
	title = {Nonparametric regression analysis of longitudinal data},
	volume = {93},
	year = {1998}}

@article{xian:13,
	author = {Xiang, Dongdong and Qiu, Peihua and Pu, Xiaolong},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = ssin,
	pages = {769--789},
	title = {Nonparametric Regression Analysis of Multivariate Longitudinal Data},
	volume = {23},
	year = {2013}}

@book{gree:94,
	author = {Green, P. J. and Silverman, B. W.},
	cisid = {156331},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {0-412-30040-0},
	pages = {182},
	publisher = {Chapman \& Hall Ltd},
	title = {Nonparametric Regression and Generalized Linear Models: a Roughness Penalty Approach},
	year = {1994}}

@article{davi:91,
	author = {Davis, G.A. and Nihan, N.L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jtre,
	number = {2},
	owner = {kehui},
	pages = {178--188},
	publisher = {American Society of Civil Engineers},
	timestamp = {2011.11.02},
	title = {Nonparametric regression and short-term freeway traffic forecasting},
	volume = {117},
	year = {1991}}

@book{euba:99,
	address = {New York},
	author = {Eubank, Randall L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	edition = {Second},
	isbn = {0-8247-9337-4},
	mrclass = {62G07 (62-01 65D10)},
	mrnumber = {MR1680784 (99m:62057)},
	mrreviewer = {Serguei Yu. Novak},
	pages = {xii+338},
	publisher = {Marcel Dekker Inc.},
	series = {Statistics: Textbooks and Monographs},
	title = {Nonparametric regression and spline smoothing},
	volume = {157},
	year = {1999}}

@article{stei:10,
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	fjournal = {#asta#},
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	journal = asta,
	mrclass = {62G05 (62G15 62G20)},
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@article{Jone:41,
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@book{hall:13:2,
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	date-added = {2020-01-06 16:37:17 -0800},
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	publisher = {Springer Science \& Business Media},
	title = {The bootstrap and Edgeworth expansion},
	year = {2013}}

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	mrclass = {Database Expansion Item},
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	number = {4},
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	volume = {61},
	year = {2005}}

@incollection{haug:81,
	address = {Oxford, UK},
	author = {Hauge, M.},
	booktitle = {{Prospective longitudinal research}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
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@article{haug:68,
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = agmg,
	pages = {315--331},
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@article{kyvi:96,
	author = {Kyvik, K.O., Christensen, K., Skytthe, A., Harvald, B., and Holm, N. V.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = dmbl,
	pages = {467--470},
	title = {The {D}anish twin registry},
	volume = {43},
	year = {1996}}

@article{cand:05,
	author = {Cande\'{e}s and T. Tao, T.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	pages = {2392--2404},
	title = {The Dantzig selector: statistical estimation when p is much larger than n.},
	volume = {35},
	year = {2005}}

@article{meve:11,
	author = {Mevel, Katell and Ch{\'e}telat, Ga{\"e}l and Eustache, Francis and Desgranges, B{\'e}atrice},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {International Journal of Alzheimer{\'\i}s Disease},
	owner = {Alex},
	timestamp = {2015.06.01},
	title = {The default mode network in healthy aging and {A}lzheimer's disease},
	year = {2011}}

@article{cupi:07,
	author = {Cupidon, J. and Gilliam, D. S. and Eubank, R. and Ruymgaart, F.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Bernoulli. Official Journal of the Bernoulli Society for Mathematical Statistics and Probability},
	issn = {1350-7265},
	journal = bern,
	mrclass = {62G20 (62G05 62H20)},
	mrnumber = {MR2364231},
	number = {4},
	owner = {Wenjing},
	pages = {1179--1194},
	timestamp = {2008.08.10},
	title = {The delta method for analytic functions of random operators with application to functional data},
	volume = {13},
	year = {2007}}

@article{cliff:98,
	author = {Clifford, A. J. and Arjomand, A. and Dueker, S. R. and Schneider, P. D. and Buchholz, B. A. and Vogel, J. S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = aemm,
	pages = {239--251},
	title = {The Dynamics of Folate Acid Metabolism in an Adult Given a Small Tracer Dose of $^{14}$C-Folic Acid},
	volume = {445},
	year = {1998}}

@misc{case:89,
	author = {Case, Karl E and Shiller, Robert J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {hans},
	publisher = {National Bureau of Economic Research Cambridge, Mass., USA},
	timestamp = {2013.12.12},
	title = {The efficiency of the market for single-family homes},
	year = {1989}}

@book{hast:01,
	address = {New York},
	author = {Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {0-387-95284-5},
	mrclass = {62Gxx (62H30 68T05)},
	mrnumber = {MR1851606 (2002k:62048)},
	mrreviewer = {Nicol{\`o} Cesa-Bianchi},
	note = {Data mining, inference, and prediction},
	pages = {xvi+533},
	publisher = {Springer-Verlag},
	series = {Springer Series in Statistics},
	title = {The elements of statistical learning},
	year = {2001}}

@article{xu:01:2,
	author = {Xu, Jane and Zeger, Scott L.},
	cisid = {223242},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = bios,
	keywords = {Longitudinal data; Markov chain Monte Carlo; Multivariate; Regression; Survival analysis; time to event; MCMC},
	number = {1},
	pages = {81--87},
	title = {The Evaluation of Multiple Surrogate Endpoints},
	volume = {57},
	year = {2001}}

@article{ansc:63,
	author = {Anscombe, F. J. and Tukey, John W.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tech,
	keywords = {Least squares; Outlier; Additivity; Diagnostic; Regression},
	pages = {141--160},
	title = {The Examination and Analysis of Residuals ({C}orr: {V}5 P536-37; {V}6 P127)},
	volume = {5},
	year = {1963}}

@article{mamm:99,
	author = {Mammen, E. and Linton, O. and Nielsen, J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	number = {5},
	pages = {1443--1490},
	title = {The existence and asymptotic properties of a backfitting projection algorithm under weak conditions},
	volume = {27},
	year = {1999}}

@article{zhao:04,
	author = {Zhao, Xin and Marron, J. S. and Wells, Martin T.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = ssin,
	keywords = {Classification; Fourier subspace; SiZer analysis; time-course micro-array experiments; yeast cell cycle},
	number = {3},
	pages = {789--808},
	title = {The Functional Data Analysis View of Longitudinal Data},
	volume = {14},
	year = {2004}}

@article{ferr:02:3,
	author = {Ferraty, F. and Vieu, P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = csda,
	owner = {Daniel},
	pages = {545--564},
	timestamp = {2009.02.11},
	title = {The functional nonparametric model and application to spectrometric data.},
	volume = {17},
	year = {2002}}

@article{hann:61,
	author = {Hannan, E. J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Australian Mathematical Society. Journal. Series A. Pure Mathematics and Statistics},
	issn = {0263-6115},
	journal = jams,
	mrclass = {62.40},
	mrnumber = {MR0166869 (29 \#4142)},
	mrreviewer = {M. Peschel},
	pages = {229--242},
	title = {The general theory of canonical correlation and its relation to functional analysis},
	volume = {2},
	year = {1961}}

@article{malf:03,
	author = {Malfait, Nicole and Ramsay, James O.},
	date-added = {2020-01-06 16:37:17 -0800},
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	fjournal = {The Canadian Journal of Statistics. La Revue Canadienne de Statistique},
	journal = cjsl,
	number = {2},
	pages = {115--128},
	title = {The historical functional linear model},
	volume = {31},
	year = {2003}}

@article{vaup:79,
	author = {Vaupel, J.W. and Manton, K.G. and Stallard, E.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = demo,
	owner = {hans},
	pages = {439-454},
	timestamp = {2011.01.17},
	title = {The impact of heterogeneity in individual frailty on the dynamics of mortality},
	volume = {16},
	year = {1979}}

@article{mull:04:8,
	author = {Kaysen, George A. and M\"{u}ller, Hans-Georg and Leng, X. and Chertow, G. M.},
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrnu,
	pages = {72--81},
	title = {The influence of patient- and facility-specific factors on nutritional status and survival in hemodialysis},
	volume = {14},
	year = {2004}}

@article{lee:00:1,
	author = {Lee, Ronald D.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = naaj,
	pages = {80--93},
	title = {The {L}ee-{C}arter method of forecasting mortality with various extensions and applications (with discussion)},
	volume = {4},
	year = {2000}}

@article{gale:14,
	__markedentry = {[Xiongtao:]},
	abstract = {This paper presents a new semi-distance for functional observations
	that generalizes the Mahalanobis distance for multivariate datasets.
	The main characteristics of the functional Mahalanobis semi-distance
	are shown. In order to illustrate the applicability of this measure
	of proximity between functional observations, new versions of several
	well known functional classification procedures are developed using
	the functional Mahalanobis semi-distance. A Monte Carlo study and
	the analysis of two real examples indicate that the classification
	methods used in conjunction with the functional Mahalanobis semi-distance
	give better results than other well-known functional classification
	procedures. This paper has supplementary material online.},
	author = {Galeano, Pedro and Joseph, Esdras and Lillo, Rosa E.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	eprint = {http://dx.doi.org/10.1080/00401706.2014.902774},
	journal = tech,
	owner = {Xiongtao},
	pages = {00-00},
	timestamp = {2014.09.02},
	title = {The {M}ahalanobis distance for functional Data with applications to classification},
	volume = {0},
	year = {2014}}

@article{rach:84,
	author = {Rachev, S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tpia,
	owner = {hans},
	pages = {647--676},
	timestamp = {2011.07.31},
	title = {The Monge-Kantorovich mass transference problem and its stochastic applications},
	volume = {29},
	year = {1984}}

@article{frie:84,
	author = {Friedman, Jerome and Tibshirani, Robert},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tech,
	keywords = {Isotonic regression},
	pages = {243--250},
	title = {The Monotone Smoothing of Scatterplots},
	volume = {26},
	year = {1984}}

@article{kasl:87,
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = ajep,
	pages = {310--318},
	title = {The Multicenter {AIDS} Cohort Study: Rationale, Organization and Selected Characteristics of the Participants},
	volume = {126},
	year = {1987}}

@article{munk:07,
	author = {Munk, A. and Paige, R. and Pang, J. and Patrangenaru, V. and Ruymgaart, F.},
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	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jman,
	pages = {815--833},
	title = {The one- and multisample problem for functional data with application to projective shape analysis.},
	year = {2007}}

@article{brei:91,
	author = {Breiman, L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tech,
	pages = {125--143},
	title = {The pi method for estimating multivariate functions from noisy data},
	volume = {33},
	year = {1991}}

@article{mull:09:11,
	author = {Zou, S. and Carey, J.R. and Ingram, D.K. and M\"{u}ller, Hans-Georg and Wang, Jane-Ling and Yao, F., Yu, B. and Zhou, A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = eger,
	pages = {472--476},
	title = {The prolongevity effect of resveratrol depends on dietary composition and calorie intake in a tephritid fruit fly.},
	volume = {44},
	year = {2009}}

@article{appe:14,
	author = {Appelboom, Geoff and Yang, Annie H and Christophe, Brandon R and Bruce, Eliza M and Slomian, Justine and Bruy{\`e}re, Olivier and Bruce, Samuel S and Zacharia, Brad E and Reginster, Jean-Yves and Connolly, E Sander},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of Clinical Neuroscience},
	number = {7},
	pages = {1089--1093},
	publisher = {Elsevier},
	title = {The promise of wearable activity sensors to define patient recovery},
	volume = {21},
	year = {2014}}

@article{lian:03,
	author = {Liang, Hua. and Wu, Hulin and Carroll, Raymond J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biot,
	pages = {297--312},
	title = {The relationship between virologic and immunologic responses in {AIDS} clinical research using mixed-effects varying-coefficient models with measurement error},
	volume = {4},
	year = {2003}}

@book{silv:12,
	author = {Silver, Nate},
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	title = {The signal and the noise: Why so many predictions fail-but some don't},
	year = {2012}}

@book{aitc:86,
	author = {Aitchison, John},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Chapman \& Hall, Ltd.},
	title = {The statistical analysis of compositional data},
	year = {1986}}

@book{kalb:02,
	address = {Hoboken, NJ},
	author = {Kalbfleisch, John D. and Prentice, Ross L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	edition = {Second},
	isbn = {0-471-36357-X},
	mrclass = {62-01 (62N05 62P10)},
	mrnumber = {MR1924807 (2003g:62002)},
	pages = {xiv+439},
	publisher = {Wiley-Interscience [John Wiley \& Sons]},
	series = {Wiley Series in Probability and Statistics},
	title = {The statistical analysis of failure time data},
	year = {2002}}

@article{mull:05:12,
	author = {Harshman, L. G. and M\"{u}ller, Hans-Georg and Liu, X. and Wang, Jane-Ling and Carey, James R.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jgbm,
	pages = {1233--1237},
	title = {The symmetry of longevity},
	volume = {60},
	year = {2005}}

@article{ocke:02,
	author = {Ockenfels, Axel and Roth, Alvin B},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {AI Magazine},
	owner = {Hans},
	pages = {No 3},
	timestamp = {2009.07.19},
	title = {The Timing of Bids in Internet Auctions: Market Design, Bidder Behavior, and Artificial Agents},
	volume = {23},
	year = {2002}}

@article{iyer:99,
	author = {Iyer, Vishwanath R. and Eisen, Michael B. and Ross, Douglas T. and Schuler, Greg and Moore, Troy and Lee, Jeffrey C.\ F. and Trent, Jeffrey M. and Staudt, Louis M. and Hudson, James, Jr. and Boguski, Mark S. and Lashkari, Deval and Shalon, Dari and Botstein, David and Brown, Patrick O.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1126/science.283.5398.83},
	eprint = {http://www.sciencemag.org/cgi/reprint/283/5398/83.pdf},
	journal = scie,
	number = {5398},
	pages = {83--87},
	title = {The Transcriptional Program in the Response of Human Fibroblasts to Serum},
	url = {http://www.sciencemag.org/cgi/content/abstract/283/5398/83},
	volume = {283},
	year = {1999},
	bdsk-url-1 = {http://www.sciencemag.org/cgi/content/abstract/283/5398/83},
	bdsk-url-2 = {https://doi.org/10.1126/science.283.5398.83}}

@article{bozd:03,
	author = {Bozdech, Zbynek and Llin\'{a}s, Manuel and Pulliam, Brian Lee and Wong, Edith D. and Zhu, Jingchun and DeRisi, Joseph L.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = plos,
	number = {1},
	pages = {85--100},
	title = {The transcriptome of the intraerythrocytic developmental cycle of plasmodium falciparum},
	volume = {1},
	year = {2003}}

@article{rose:02,
	author = {Rosenwald, A. and Wright, G. and Chan, W.C. and Connors, J.M. and Campo, E. and Fisher, R.I. and Gascoyne, R.D. and Muller-Hermelink, H.K. and Smeland, E.B. and Giltnane, J.M. and Hurt, E.M. and Zhao, H. and Averett, L. and Yang, L. and Wilson, W.H. and Jaffe, E.S. and Simon, R. and Klausner, R.D. and Powell, J. and Duffey, P.L. and Longo, D.L. and Greiner, T.C. and Weisenburger, D.D. and Sanger, W.G. and Dave, B.J. and Lynch, J.C. and Vose, J. and Armitage, J.O. and Montserrat, E. and Lpez-Guillermo, A. and Grogan, T.M. and Miller, T.P. and LeBlanc, M. and Ott, G. and Kvaloy, S. and Delabie, J. and Holte, H. and Krajci, P. and Stokke, T. and Staudt, L.M. and {LMPP}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = nejm,
	number = {25},
	pages = {1937--1947},
	title = {The Use of Molecular Profiling to Predict Survival after Chemotherapy for Diffuse Large-{B}-Cell Lymphoma},
	volume = {346},
	year = {2002}}

@book{hsin:15,
	author = {Hsing, Tailen and Eubank, Randall},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {John Wiley \& Sons},
	title = {Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators},
	year = {2015}}

@article{hall:11,
	author = {Delaigle, Aurore and Hall, Peter},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Sankt-Peterburgskii Universitet. Vestnik. Seriya 1. Matematika, Mekhanika, Astronomiya},
	number = {2},
	publisher = {Izdatel'skii Dom Sankt-Peterburgskogo Gosudarstvennogo Universiteta},
	timestamp = {2015.07.31},
	title = {Theoretical properties of principal component score density estimators in functional data analysis},
	year = {2011}}

@article{hall:11:1,
	author = {Delaigle, Aurore and Hall, Peter},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Sankt-Peterburgskii Universitet, Vestnik, Seriya 1, Matematika, Mekhanika, Astronomiya},
	owner = {hans},
	pages = {55--69},
	timestamp = {2015.08.16},
	title = {Theoretical properties of principal component score density estimators in functional data analysis},
	year = {2011}}

@article{nels:00,
	author = {Nelson, Wayne},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = tech,
	keywords = {Graphical analysis; Censored life data; Competing failure modes; Hazard plotting; Reliability},
	number = {1},
	pages = {12--25},
	title = {Theory and Applications of Hazard Plotting for Censored Failure Data ({R}eprint from 1972{V}14 P945-966)},
	volume = {42},
	year = {2000}}

@article{hall:05,
	author = {Hall, Peter and Opsomer, J. D.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	pages = {105-118},
	title = {Theory for penalised spline regression},
	volume = {92},
	year = {2005}}

@article{wu:17,
	author = {Wu, Hau-Tieng and Wu, Nan},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {arXiv preprint arXiv:1703.04058},
	title = {Think globally, fit locally under the Manifold Setup: Asymptotic Analysis of Locally Linear Embedding},
	year = {2017}}

@article{saul:04,
	abstract = {The problem of dimensionality reduction arises in many fields of information
	
	processing, including machine learning, data compression, scientific
	
	visualization, pattern recognition, and neural computation. Here
	
	we describe locally linear embedding (LLE), an unsupervised learning
	
	algorithm that computes low dimensional, neighborhood preserving
	
	embeddings of high dimensional data. The data, assumed to be sampled
	
	from an underlying manifold, are mapped into a single global coordinate
	
	system of lower dimensionality. The mapping is derived from the symmetries
	
	of locally linear reconstructions, and the actual computation of
	
	the embedding reduces to a sparse eigenvalue problem. Notably, the
	
	optimizations in LLE-though capable of generating highly nonlinear
	
	embeddings-are simple to implement, and they do not involve local
	
	minima. In this paper, we describe the implementation of the algorithm
	
	in detail and discuss several extensions that enhance its performance.
	
	We present results of the algorithm applied to data sampled from
	
	known manifolds, as well as to collections of images of faces, lips,
	
	and handwritten digits. These examples are used to provide extensive
	
	illustrations of the algorithm's performance- both successes and
	
	failures-and to relate the algorithm to previous and ongoing work
	
	in nonlinear dimensionality reduction.},
	author = {Saul, L. K. And Roweis, S. T.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	issn = {1532-4435},
	journal = {$jmlr$},
	keywords = {PRINCIPAL COMPONENT ANALYSIS, INTRINSIC DIMENSIONALITY, EM ALGORITHMS, REDUCTION, LIKELIHOOD, EIGENMAPS, NETWORKS, CURVES, PCA},
	month = feb,
	number = {2},
	pages = {119--155},
	publisher = {M I T Press},
	title = {Think globally, fit locally: Unsupervised learning of low dimensional manifolds},
	volume = {4},
	year = {2004}}

@article{arde:13,
	author = {Ardekani, Reza and Biyani, Anurag and Dalton, Justin E and Saltz, Julia B and Arbeitman, Michelle N and Tower, John and Nuzhdin, Sergey and Tavar{\'e}, Simon},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of The Royal Society Interface},
	number = {78},
	pages = {20120547},
	publisher = {The Royal Society},
	title = {Three-dimensional tracking and behaviour monitoring of multiple fruit flies},
	volume = {10},
	year = {2013}}

@techreport{card:08,
	author = {Cardot, H. and Johannes, J},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	title = {Thresholding Projection Estimators in Functional Linear Models.},
	year = {2008}}

@article{mull:06:8,
	author = {Leng, Xiaoyan and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biot,
	pages = {569--584},
	title = {Time ordering of gene co-expression},
	volume = {7},
	year = {2006}}

@book{bril:01,
	author = {Brillinger, David R},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {SIAM},
	title = {Time series: data analysis and theory},
	year = {2001}}

@book{bril:75,
	address = {New York},
	author = {Brillinger, David R.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {500},
	publisher = {Holt, Rinehart \& Winston Inc},
	title = {Time Series: {D}ata Analysis and Theory},
	year = {1975}}

@article{mull:06:4,
	author = {Hall, Peter and M\"{u}ller, Hans-Georg and Wu, Ping-Shi},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jcgs,
	pages = {82--100},
	title = {Time-dynamic density and mode estimation with application to fast mode tracking},
	volume = {15},
	year = {2006}}

@article{shum:03,
	author = {Shumway, Robert H.},
	coden = {SPLTDC},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#sple#},
	issn = {0167-7152},
	journal = sple,
	mrclass = {62P12 (62H30 62M10)},
	mrnumber = {MR1986330 (2004e:62193)},
	number = {3},
	pages = {307--314},
	title = {Time-frequency clustering and discriminant analysis},
	volume = {63},
	year = {2003}}

@article{mull:09:2,
	author = {Tang, Rong and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biot,
	owner = {bifoliate},
	pages = {32--45},
	timestamp = {2009.02.10},
	title = {Time-synchronized clustering of gene expression trajectories},
	volume = {10},
	year = {2009}}

@article{zhan:13,
	author = {Zhang, Xiaoke and Park, Byeong U. and Wang, Jane-Ling},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of the American Statistical Association},
	number = {503},
	pages = {983-998},
	title = {Time-varying additive models for longitudinal data},
	volume = {108},
	year = {2013}}

@article{calh:16,
	author = {Calhoun, Vince D and Adali, Tulay},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {IEEE Signal Processing Magazine},
	number = {3},
	pages = {52--66},
	title = {Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states},
	volume = {33},
	year = {2016}}

@article{mull:05:3,
	author = {M\"{u}ller, Hans-Georg and Zhang, Ying},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Biometrics. Journal of the International Biometric Society},
	issn = {0006-341X},
	journal = bios,
	mrclass = {Database Expansion Item},
	mrnumber = {MR2216200},
	number = {4},
	pages = {1064--1075},
	title = {Time-varying functional regression for predicting remaining lifetime distributions from longitudinal trajectories},
	volume = {61},
	year = {2005}}

@article{mull:14:3,
	author = {Peng, Jie and Paul, Debashis and M{\"u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = aast,
	pages = {1561--1582},
	title = {Time-warped growth processes, with applications to the modeling of boom--bust cycles in house prices},
	volume = {8},
	year = {2014}}

@article{chec:09,
	author = {Chechik, G and Koller, D},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jcbi,
	pages = {279--290},
	title = {Timing of Gene Expression Responses to Environmental Changes},
	volume = {16},
	year = {2009}}

@article{mull:90:8,
	author = {Clifford, Andrew J. and Heid, M. K. and M\"{u}ller, Hans-Georg and Bills, N. D.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jnut,
	pages = {1633--1639},
	title = {Tissue distribution and prediction of total body folate of rats},
	volume = {120},
	year = {1990}}

@book{vill:03,
	author = {Villani, C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	owner = {hans},
	publisher = {American Mathematical Society},
	timestamp = {2011.07.31},
	title = {Topics in Optimal Transportation},
	year = {2003}}

@book{ash:75,
	address = {New York},
	author = {Ash, Robert B. and Gardner, Melvin F.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {viii+321},
	publisher = {Academic Press [Harcourt Brace Jovanovich Publishers]},
	title = {Topics in {S}tochastic {P}rocesses},
	year = {1975}}

@article{walt:00,
	author = {Walter Oberhuber and Werner Kofler},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Plant Ecology},
	pages = {231-240},
	title = {Topographic influences on radial growth of Scots pine (Pinus sylvestris L.) at small spatial scales.},
	volume = {146},
	year = {2000}}

@article{patra:18,
	author = {Patrangenaru, Vic and Bubenik, Peter and Paige, Robert L and Osborne, Daniel},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {arXiv preprint arXiv:1804.10255},
	title = {Topological Data Analysis for Object Data},
	year = {2018}}

@article{alla:07,
	author = {Allassonni\`ere, S. and Amit, Y. and Trouv\'e, A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrss,
	owner = {hans},
	pages = {3--29},
	timestamp = {2011.08.26},
	title = {Towards a coherent statistical framework for dense deformable template estimation},
	volume = {69},
	year = {2007}}

@article{alle:14,
	author = {Allen, Elena A and Damaraju, Eswar and Plis, Sergey M and Erhardt, Erik B and Eichele, Tom and Calhoun, Vince D},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Cerebral Cortex},
	number = {3},
	pages = {663--676},
	publisher = {Oxford University Press},
	title = {Tracking Whole-Brain Connectivity Dynamics in the Resting State},
	volume = {24},
	year = {2014}}

@article{zhen:15,
	__markedentry = {[Xiongtao:6]},
	acmid = {2743025},
	address = {New York, NY, USA},
	articleno = {29},
	author = {Zheng, Yu},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	doi = {10.1145/2743025},
	issn = {2157-6904},
	issue_date = {May 2015},
	journal = {ACM Transactions on Intelligent Systems and Technology},
	keywords = {Spatiotemporal data mining, trajectory classification, trajectory compression, trajectory data mining, trajectory indexing and retrieval, trajectory outlier detection, trajectory pattern mining, trajectory uncertainty, urban computing},
	month = may,
	number = {3},
	numpages = {41},
	owner = {xiongtao},
	pages = {29:1--29:41},
	publisher = {ACM},
	timestamp = {2017.05.08},
	title = {Trajectory data mining: An overview},
	uurl = {http://doi.acm.org/10.1145/2743025},
	volume = {6},
	year = {2015},
	bdsk-url-1 = {https://doi.org/10.1145/2743025}}

@book{carr:88,
	address = {New York},
	author = {Carroll, Raymond J. and Ruppert, David},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	isbn = {0-412-01421-1},
	mrclass = {62J05 (62F35)},
	mrnumber = {MR1014890 (90k:62138)},
	mrreviewer = {Noel Cressie},
	pages = {x+249},
	publisher = {Chapman and Hall},
	series = {Monographs on Statistics and Applied Probability},
	title = {Transformation and weighting in regression},
	year = {1988}}

@article{mull:97:4,
	author = {Eagleson, G. K. and M\"{u}ller, Hans-Georg},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jrss,
	keywords = {Coefficient of variation; Nonparametric regression},
	pages = {173--189},
	title = {Transformations for Smooth Regression Models with Multiplicative Errors},
	volume = {59},
	year = {1997}}

@inproceedings{chud:03,
	author = {Chudova, D. and Gaffney, S. and Mjolsness, E. and Smyth, P.},
	booktitle = {KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	pages = {79--88},
	publisher = {ACM Press},
	title = {Translation-invariant mixture models for curve clustering},
	year = {2003}}

@article{cheo:03,
	author = {Cheok, M.H. and Yang, W. and Pui, C.H. and Downing, J.R. and Cheng, C. and Naeve, C.W. and Relling, M.V. and Evans, W.E.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = nage,
	pages = {85--90},
	title = {Treatment-specific changes in gene expression discriminate in vivo drug response in human leukemia cells},
	volume = {34},
	year = {2003}}

@book{frit:76,
	author = {Fritts, H. C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Academic Press LTD.},
	title = {Tree Rings and Climate},
	year = {1976}}

@article{lama:78,
	author = {LaMarche Jr, V. C.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Nature},
	pages = {334--338},
	title = {Tree-ring evidence of past climatic variability},
	volume = {276},
	year = {1978}}

@article{bunn:05,
	author = {Andrew G. Bunn and Lisa J. Graumlich and Dean L. Urban},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {The Holocene},
	pages = {481},
	title = {Trends in twentieth-century tree growth at high elevations in the Sierra Nevada and White Mountains, USA},
	volume = {15},
	year = {2005}}

@article{hall:16,
	author = {Hall, Peter and Hooker, Giles},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
	title = {Truncated linear models for functional data},
	year = {2016}}

@article{kali:97,
	author = {Kalivas, John H},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Chemometrics and Intelligent Laboratory Systems},
	pages = {255--259},
	title = {Two data sets of near infrared spectra},
	volume = {37},
	year = {1997}}

@article{zhu:00,
	author = {Zhu, G. F. and Spellman, P. T. and Volpe, T. and Brown, P. O. and Botstein, D. and Davis, T. N. and Futcher, B.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = nature,
	number = {6791},
	pages = {90-94},
	title = {Two yeast forkhead genes regulate the cell cycle and pseudohyphal growth},
	volume = {406},
	year = {2000}}

@article{hall:07:3,
	author = {Hall, Peter and Van Keilegom, Ingrid},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Statistica Sinica},
	pages = {1511--1531},
	title = {Two-sample tests in functional data analysis starting from discrete data},
	year = {2007}}

@article{mull:97:7,
	author = {M\"{u}ller, Hans-Georg and Song, Kai-Sheng},
	coden = {SPLTDC},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {#sple#},
	issn = {0167-7152},
	journal = sple,
	mrclass = {62G05 (60F17 60J65)},
	mrnumber = {MR1467437 (98m:62108)},
	mrreviewer = {Barbara H. Szyszkowicz},
	number = {4},
	pages = {323--335},
	title = {Two-stage change-point estimators in smooth regression models},
	volume = {34},
	year = {1997}}

@article{fan:00:2,
	author = {Fan, Jianqing and Zhang, Jin-Ting},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Statistical Methodology},
	issn = {1369-7412},
	journal = jrss,
	mrclass = {62J05 (62G08 62G20)},
	mrnumber = {MR1749541 (2000k:62124)},
	number = {2},
	pages = {303--322},
	title = {Two-step estimation of functional linear models with applications to longitudinal data},
	volume = {62},
	year = {2000}}

@article{mull:92:4,
	author = {Azari, A. S. and Mack, Y. P. and M\"{u}ller, Hans-Georg},
	coden = {SANABS},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Sankhy\=a (Statistics). The Indian Journal of Statistics. Series A},
	issn = {0581-572X},
	journal = sank,
	mrclass = {62G05 (62J02)},
	mrnumber = {MR1189785 (94g:62069)},
	mrreviewer = {Anatoli{\u \i} B. Juditsky},
	number = {1},
	pages = {80--96},
	title = {Ultraspherical polynomial, kernel and hybrid estimators for nonparametric regression},
	volume = {54},
	year = {1992}}

@book{goss:09,
	author = {Goss, Miller and McGee, Richard},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	publisher = {Springer Science \& Business Media},
	title = {Under the radar: the first woman in radio astronomy: Ruby Payne-Scott},
	year = {2009}}

@article{gijb:99,
	author = {Gijbels, I. and Pope, A. and Wand, M. P.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	fjournal = {Journal of the Royal Statistical Society. Series B. Statistical Methodology},
	issn = {1369-7412},
	journal = jrss,
	mrclass = {62G05},
	mrnumber = {MR1664092 (99i:62065)},
	number = {1},
	pages = {39--50},
	title = {Understanding exponential smoothing via kernel regression},
	volume = {61},
	year = {1999}}

@article{hall:13:3,
	author = {Carroll, Raymond J and Delaigle, Aurore and Hall, Peter},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Annals of statistics},
	number = {6},
	pages = {2739},
	title = {Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier},
	volume = {41},
	year = {2013}}

@phdthesis{heis:81,
	author = {Heiser, W. J.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	note = {Unpublished doctoral dissertation},
	school = {University of Leiden},
	title = {Unfolding Analysis of Proximity Data},
	year = {1981}}

@incollection{hube:86,
	address = {Leiden},
	author = {Hubert, Lawrence and Arabie, P.},
	booktitle = {Multidimensional Data Analysis},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {De Leeuw, J. and Heiser, W. and Meulman, J.},
	pages = {181--196},
	publisher = {The Netherlands: DSWO Press},
	title = {Unidimensional scaling and combinatorial optimization},
	year = {1986}}

@article{kim:13,
	author = {Kim, Seonjin and Zhao, Zhibiao},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = biok,
	number = {1},
	pages = {203--212},
	title = {Unified inference for sparse and dense longitudinal models},
	volume = {100},
	year = {2013}}

@article{li:10,
	author = {Li, Yehua and Hsing, Tailen},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	number = {6},
	pages = {3321--3351},
	title = {Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data},
	volume = {38},
	year = {2010}}

@article{mull:15:1,
	author = {Hadjipantelis, Pantelis Z and Aston, John AD and M{\"u}ller, Hans-Georg and Evans, Jonathan P},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Journal of the American Statistical Association},
	pages = {545--559},
	title = {Unifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese},
	volume = {110},
	year = {2015}}

@article{chur:04,
	author = {Churchill, G. A.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = {Biotechniques},
	number = {2},
	pages = {173-+},
	title = {Using ANOVA to analyze microarray data},
	volume = {37},
	year = {2004}}

@article{wood:04,
	author = {Woodall, W. H. and Spitzner, D. J. and Montgomery, D. D. and Gupta, S.},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = jqte,
	pages = {309--320},
	title = {Using control charts to monitor process and product quality profiles},
	volume = {36},
	year = {2004}}

@incollection{crai:04,
	address = {New York},
	author = {Craiu, R. and Duchesne, T.},
	booktitle = {Applied Bayesian Modeling and Causal Inference from an Incomplete-Data Perspective},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	editor = {Gelman, Andrew and Meng, Xiao-Li},
	pages = {239--251},
	publisher = {John Wiley \& Sons},
	title = {Using {EM} and Data Augmentation for the competing risks model},
	year = {2004}}

@inproceedings{jank:07,
	address = {San Diego, California},
	author = {Jank, Wolfgang and Foutz, Natasha},
	booktitle = {{Second Workshop on Prediction Markets}},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	title = {Using Virtual Stock Exchanges to Forecast Box-Office Revenue via Functional Shape Analysis},
	year = {2007}}

@article{dett:98:2,
	author = {Dette, Holger and Munk, Axel},
	date-added = {2020-01-06 16:37:17 -0800},
	date-modified = {2020-01-06 16:37:17 -0800},
	journal = asta,
	keywords = {62G05 (MSC1991); 62G10 (MSC1991); 62G30 (MSC1991); 62G07 (MSC1991); Nonparametric model check; validation of goodness of fit; $L^2$-distance; equivalence of regression functions; Goodness-of-fit; Nonparametric regression},
	number = {2},
	pages = {778--800},
	title = {Validation of Linear Regression Models},
	volume = {26},
	year = {1998}}

@article{fan:92:3,
	author = {Fan, Jianqing and Gijbels, Ir{\`e}ne},
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@article{huan:02:2,
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@article{huan:02,
	abstract = {A global smoothing procedure is developed using basis function approximations
	
	
	
	
	
	
	for estimating the parameters of a varying-coefficient model with
	
	
	
	
	
	
	repeated measurements.Inference procedures based on a resampling
	
	
	
	
	
	
	subject bootstrap are proposed to construct confidence regions and
	
	
	
	
	
	
	to perform hypothesis testing. Conditional biases and variances of
	
	
	
	
	
	
	our estimators and their asymptotic consistency are developed explicitly.
	
	
	
	
	
	
	Finite sample properties of our procedures are investigated through
	
	
	
	
	
	
	a simulation study. Application of the proposed approach is demonstrated
	
	
	
	
	
	
	through an example in epidemiology. In contrast to the existing methods,
	
	
	
	
	
	
	this approach applies whether or not the covariates are time-invariant
	
	
	
	
	
	
	and does not require binning of the data when observations are sparse
	
	
	
	
	
	
	at distinct observation times.},
	author = {Huang, Jianhua Z. and Wu, Colin O. and Zhou, Lan},
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	owner = {Wenjing},
	pages = {111-128},
	timestamp = {2009.05.06},
	title = {{Varying-coefficient models and basis function approximations for the analysis of repeated measurements}},
	url = {http://biomet.oxfordjournals.org/cgi/content/abstract/89/1/111},
	volume = {89},
	year = {2002},
	bdsk-url-1 = {http://biomet.oxfordjournals.org/cgi/content/abstract/89/1/111},
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@article{pete:19:1,
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	number = {2},
	pages = {339--351},
	publisher = {Oxford University Press (OUP)},
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