| 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 corresponds to the expression value of the j-th gene at the i-th sample (samples: , genes: ) |
|
expression value of the k-th parent of the j-th gene at the i-th sample |
|
parameter vector of the conditional density |
|
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
|
|
standard deviation for total observations of the j-th gene |
|
edge contribution value for edge with respect to the i-th sample |
| E |
n-by-m ECv matrix whose element corresponds to ECv of the v-th edge at the i-th sample (samples: , edges: ) |