hdnom-package | Nomograms for High-Dimensional Data with Penalized Cox Models |
hdcox.aenet | Adaptive Elastic-Net Model Selection for High-Dimensional Cox Models |
hdcox.alasso | Adaptive Lasso Model Selection for High-Dimensional Cox Models |
hdcox.enet | Elastic-Net Model Selection for High-Dimensional Cox Models |
hdcox.flasso | Fused Lasso Model Selection for High-Dimensional Cox Models |
hdcox.lasso | Lasso Model Selection for High-Dimensional Cox Models |
hdcox.mcp | MCP Model Selection for High-Dimensional Cox Models |
hdcox.mnet | Mnet Model Selection for High-Dimensional Cox Models |
hdcox.scad | SCAD Model Selection for High-Dimensional Cox Models |
hdcox.snet | Snet Model Selection for High-Dimensional Cox Models |
hdnom.calibrate | Calibrate High-Dimensional Cox Models |
hdnom.compare.calibrate | Compare High-Dimensional Cox Models by Model Calibration |
hdnom.compare.validate | Compare High-Dimensional Cox Models by Model Validation |
hdnom.external.calibrate | Externally Calibrate High-Dimensional Cox Models |
hdnom.external.validate | Externally Validate High-Dimensional Cox Models with Time-Dependent AUC |
hdnom.kmplot | Kaplan-Meier Plot with Number at Risk Table for Internal Calibration and External Calibration Results |
hdnom.logrank | Log-Rank Test for Internal Calibration and External Calibration Results |
hdnom.nomogram | Nomograms for High-Dimensional Cox Models |
hdnom.validate | Validate High-Dimensional Cox Models with Time-Dependent AUC |
hdnom.varinfo | Extract Information of Selected Variables from High-Dimensional Cox Models |
plot.hdnom.calibrate | Plot Calibration Results |
plot.hdnom.compare.calibrate | Plot Model Comparison by Calibration Results |
plot.hdnom.compare.validate | Plot Model Comparison by Validation Results |
plot.hdnom.external.calibrate | Plot External Calibration Results |
plot.hdnom.external.validate | Plot Time-Dependent Discrimination Curves for External Validation |
plot.hdnom.nomogram | Plot Nomogram Objects Generated by hdnom.nomogram |
plot.hdnom.validate | Plot Optimism-Corrected Time-Dependent Discrimination Curves for Validation |
predict.hdcox.model | Make Predictions from High-Dimensional Cox Models |
print.hdcox.model | Print High-Dimensional Cox Model Objects |
print.hdnom.calibrate | Print Calibration Results |
print.hdnom.compare.calibrate | Print Model Comparison by Calibration Results |
print.hdnom.compare.validate | Print Model Comparison by Validation Results |
print.hdnom.external.calibrate | Print External Calibration Results |
print.hdnom.external.validate | Print External Validation Results |
print.hdnom.nomogram | Print Nomograms Objects Generated by hdnom.nomogram |
print.hdnom.validate | Print Validation Results |
smart | Imputed SMART Study Data |
smarto | Original SMART Study Data |
summary.hdnom.calibrate | Summary of Calibration Results |
summary.hdnom.compare.calibrate | Summary of Model Comparison by Calibration Results |
summary.hdnom.compare.validate | Summary of Model Comparison by Validation Results |
summary.hdnom.external.calibrate | Summary of External Calibration Results |
summary.hdnom.external.validate | Summary of External Validation Results |
summary.hdnom.validate | Summary of Validation Results |