S7. The detected genes and their standardized effect sizes estimated by the group spike-and-slab lasso Cox model and five existed methods for TCGA real datasets. (PDF 1340 kb
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Accuracy and precision of the survival probabilities, and coverage probability of the associated 95%...
The comparison of mutation rates for top mutated genes and 14 pathway genes. The mutation rates for ...
Table S1. The measures of optimal group spike-and-slab lasso (gsslasso) cox and the lasso cox models...
Figure S1. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S8. The solution path and cross-validated partial loglikelihood profiles of the group spike-a...
S4, S5 and S6. The pathway enrichment analyses for these detected genes for ovarian cancer, lung can...
S1, S2, and S3. The detailed information of genes shared by different pathways for ovarian cancer, l...
Figure S6. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S2. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S5. The parameter estimation averaged over 100 replicates for grMCP, grSCAD, and cMCP for Sce...
Developed clinico-genomic model through the full biomarker-by-treatment interaction Cox model subjec...
Table S1. Title: 104 common survival-related genes were identified from patients with GBM and those ...
Abstract Background Group structures among genes encoded in functional relationships or biological p...
Prediction measures of the selected models by the lasso penalty. Additional results of the simulatio...
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Accuracy and precision of the survival probabilities, and coverage probability of the associated 95%...
The comparison of mutation rates for top mutated genes and 14 pathway genes. The mutation rates for ...
Table S1. The measures of optimal group spike-and-slab lasso (gsslasso) cox and the lasso cox models...
Figure S1. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S8. The solution path and cross-validated partial loglikelihood profiles of the group spike-a...
S4, S5 and S6. The pathway enrichment analyses for these detected genes for ovarian cancer, lung can...
S1, S2, and S3. The detailed information of genes shared by different pathways for ovarian cancer, l...
Figure S6. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S2. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
Figure S5. The parameter estimation averaged over 100 replicates for grMCP, grSCAD, and cMCP for Sce...
Developed clinico-genomic model through the full biomarker-by-treatment interaction Cox model subjec...
Table S1. Title: 104 common survival-related genes were identified from patients with GBM and those ...
Abstract Background Group structures among genes encoded in functional relationships or biological p...
Prediction measures of the selected models by the lasso penalty. Additional results of the simulatio...
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Accuracy and precision of the survival probabilities, and coverage probability of the associated 95%...
The comparison of mutation rates for top mutated genes and 14 pathway genes. The mutation rates for ...