Figure S8. The solution path and cross-validated partial loglikelihood profiles of the group spike-and-slab lasso Cox (a, c) and the lasso (b, d) based on the Scenario 2. The colored points on the solution path represent the estimated values of assumed eight non-zero coefficients, and the circles represent true non-zero coefficients. Vertical lines correspond to the optimal models. (PDF 1052 kb
Table S1. Title: 104 common survival-related genes were identified from patients with GBM and those ...
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Additional file 4: Figure S3. LASSO profiles of the 368 prognostic genes in HCC. (A) LASSO coefficie...
Figure S1. 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 S6. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
S7. The detected genes and their standardized effect sizes estimated by the group spike-and-slab las...
Table S1. The measures of optimal group spike-and-slab lasso (gsslasso) cox and the lasso cox models...
Figure S5. The parameter estimation averaged over 100 replicates for grMCP, grSCAD, and cMCP for Sce...
S1, S2, and S3. The detailed information of genes shared by different pathways for ovarian cancer, l...
S4, S5 and S6. The pathway enrichment analyses for these detected genes for ovarian cancer, lung can...
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...
Developed clinico-genomic model through the full biomarker-by-treatment interaction Cox model subjec...
Accuracy and precision of the survival probabilities, and coverage probability of the associated 95%...
Table S1. Title: 104 common survival-related genes were identified from patients with GBM and those ...
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Additional file 4: Figure S3. LASSO profiles of the 368 prognostic genes in HCC. (A) LASSO coefficie...
Figure S1. 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 S6. The parameter estimation averaged over 100 replicates for the group spike-and-slab lasso ...
S7. The detected genes and their standardized effect sizes estimated by the group spike-and-slab las...
Table S1. The measures of optimal group spike-and-slab lasso (gsslasso) cox and the lasso cox models...
Figure S5. The parameter estimation averaged over 100 replicates for grMCP, grSCAD, and cMCP for Sce...
S1, S2, and S3. The detailed information of genes shared by different pathways for ovarian cancer, l...
S4, S5 and S6. The pathway enrichment analyses for these detected genes for ovarian cancer, lung can...
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...
Developed clinico-genomic model through the full biomarker-by-treatment interaction Cox model subjec...
Accuracy and precision of the survival probabilities, and coverage probability of the associated 95%...
Table S1. Title: 104 common survival-related genes were identified from patients with GBM and those ...
The P-value of the Cox univariate regression analysis using different gene sets. (A) The P-values of...
Additional file 4: Figure S3. LASSO profiles of the 368 prognostic genes in HCC. (A) LASSO coefficie...