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. Author manuscript; available in PMC: 2019 Sep 3.
Published in final edited form as: J Stat Softw. 2018 Sep 3;86:4. doi: 10.18637/jss.v086.i04

Table 1:

R functions for fitting shared frailty models. NP = nonparametric, P = parametric, PPL = penalized partial likelihood, NLS = nonlinear least squares, EM = expectation maximization, PFL = pseudo full likelihood, HL = h-likelihood, MML = maximum marginal likelihood, LN = log-normal, LT = log-t, IG = inverse Gaussian, PS = positive stable. Weekly downloads are averages from the time the package first appears on the RStudio CRAN mirror through 2016-06-01, as reported by the RStudio CRAN package download logs: http://cran-logs.rstudio.com/.

package: :function λ0 Estimation procedure Frailty distributions Weekly downloads
survival: :coxph NP PPL Gamma, LN, LT 3905
gss: : sscox NP PPL LN 1120
coxme: :coxme NP PPL LN 260
frailtypack: :frailtyPenal NP NLS Gamma, LN 98
R2BayesX: :bayesx NP PPL LN 58
phmm: :phmm NP EM LN 52
frailtySurv: :fitfrail NP PFL Gamma, LN, IG, PVF 50
frailtyHL: :frailtyHL NP HL Gamma, LN 50
parfm: :parfm P MML Gamma, PS, IG 49
survBayes: :survBayes NP Bayes Gamma, LN 28