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. 2020 Feb 14;10(2):306. doi: 10.3390/biom10020306
ECv Edge Contribution value
EMT Epithelial-Mesenchymal Transition
BN Bayesian Network
DEG Differentially Expressed Gene
TCGA The Cancer Genome Atlas project
NNSR the Neighbor Node Sampling and Repeat algorithm
NSCLC Non-Small Cell Lung Cancer
LUAD Lung Adenocarcinoma
LUSC Lung Squamous Cell Carcinoma
X n-by-p data matrix whose element xij corresponds to the expression value of the j-th gene at the i-th sample (samples: 1in, genes: 1jp)
paik(j) expression value of the k-th parent of the j-th gene at the i-th sample
θ parameter vector of the conditional density
mk(j)(paik(j)) value of the regression curve by B-splines, or contribution of the k-th parent of the j-th gene to the expression value of xij
σj standard deviation for total observations of the j-th gene
ECv(i)(jkj) edge contribution value for edge jkj with respect to the i-th sample
E n-by-m ECv matrix whose element eiv corresponds to ECv of the v-th edge at the i-th sample (samples: 1in, edges: 1vm)