Man pages for road2stat/hdnom
Benchmarking and Visualization Toolkit for Penalized Cox Models

glmnet.basesurvBreslow Baseline Hazard Estimator for glmnet Objects
glmnet.calibrate.internal.predCompute glmnet Predicted Survival Probabilities for...
glmnet.external.calibrate.internal.predCompute glmnet Predicted Survival Probabilities for External...
glmnet.external.validate.internalCompute External Validation Measures for glmnet Objects
glmnet.survcurveSurvival Curve Prediction for glmnet Objects
glmnet.tune.alphaAutomatic alpha tuning function by k-fold cross-validation
glmnet.validate.internalCompute Validation Measures for glmnet Objects
hdcox.aenetAdaptive Elastic-Net Model Selection for High-Dimensional Cox...
hdcox.alassoAdaptive Lasso Model Selection for High-Dimensional Cox...
hdcox.enetElastic-Net Model Selection for High-Dimensional Cox Models
hdcox.flassoFused Lasso Model Selection for High-Dimensional Cox Models
hdcox.lassoLasso Model Selection for High-Dimensional Cox Models
hdcox.mcpMCP Model Selection for High-Dimensional Cox Models
hdcox.mnetMnet Model Selection for High-Dimensional Cox Models
hdcox.scadSCAD Model Selection for High-Dimensional Cox Models
hdcox.snetSnet Model Selection for High-Dimensional Cox Models
hdnom.calibrateCalibrate High-Dimensional Cox Models
hdnom.calibrate.internal.trueCompute Kaplan-Meier Estimated Survival Probabilities for...
hdnom.compare.calibrateCompare High-Dimensional Cox Models by Model Calibration
hdnom.compare.validateCompare High-Dimensional Cox Models by Model Validation
hdnom.external.calibrateExternally Calibrate High-Dimensional Cox Models
hdnom.external.calibrate.internal.trueCompute Kaplan-Meier Estimated Survival Probabilities for...
hdnom.external.validateExternally Validate High-Dimensional Cox Models with...
hdnom.kmplotKaplan-Meier Plot with Number at Risk Table for Internal...
hdnom.logrankLog-Rank Test for Internal Calibration and External...
hdnom.nomogramNomograms for High-Dimensional Cox Models
hdnom-packageBenchmarking and Visualization Toolkit for Penalized Cox...
hdnom.validateValidate High-Dimensional Cox Models with Time-Dependent AUC
hdnom.varinfoExtract Information of Selected Variables from...
kmplotKaplan-Meier Plot with Number at Risk Table
ncvreg.basesurvBreslow Baseline Hazard Estimator for ncvreg Objects
ncvreg.calibrate.internal.predCompute ncvreg Predicted Survival Probabilities for...
ncvreg.external.calibrate.internal.predCompute ncvreg Predicted Survival Probabilities for External...
ncvreg.external.validate.internalCompute External Validation Measures for ncvreg Model Objects
ncvreg.survcurveSurvival Curve Prediction for ncvreg Objects
ncvreg.tune.gammaAutomatic MCP/SCAD gamma tuning function by k-fold...
ncvreg.tune.gamma.alphaAutomatic Mnet/Snet gamma and alpha tuning function by k-fold...
ncvreg.validate.internalCompute Validation Measures for ncvreg Model Objects
palette.aaasColor Palette for AAAS Journals
palette.jcoColor Palette for Journal of Clinical Oncology (JCO)
palette.lancetColor Palette for Lancet Journals
palette.npgColor Palette for NPG Journals
penalized.basesurvBreslow Baseline Hazard Estimator for "penalized" Objects
penalized.calibrate.internal.predCompute "penalized" Predicted Survival Probabilities for...
penalized.external.calibrate.internal.predCompute "penalized" Predicted Survival Probabilities for...
penalized.external.validate.internalCompute External Validation Measures for "penalized" Model...
penalized.survcurveSurvival Curve Prediction for "penalized" Objects
penalized.tune.lambdaAutomatic lambda tuning function for fused lasso by k-fold...
penalized.validate.internalCompute Validation Measures for "penalized" Model Objects
plot.hdnom.calibratePlot Calibration Results
plot.hdnom.compare.calibratePlot Model Comparison by Calibration Results
plot.hdnom.compare.validatePlot Model Comparison by Validation Results
plot.hdnom.external.calibratePlot External Calibration Results
plot.hdnom.external.validatePlot Time-Dependent Discrimination Curves for External...
plot.hdnom.nomogramPlot Nomogram Objects Generated by hdnom.nomogram
plot.hdnom.validatePlot Optimism-Corrected Time-Dependent Discrimination Curves...
predict.hdcox.modelMake Predictions from High-Dimensional Cox Models
print.hdcox.modelPrint High-Dimensional Cox Model Objects
print.hdnom.calibratePrint Calibration Results
print.hdnom.compare.calibratePrint Model Comparison by Calibration Results
print.hdnom.compare.validatePrint Model Comparison by Validation Results
print.hdnom.external.calibratePrint External Calibration Results
print.hdnom.external.validatePrint External Validation Results
print.hdnom.nomogramPrint Nomograms Objects Generated by hdnom.nomogram
print.hdnom.validatePrint Validation Results
smartImputed SMART Study Data
smartoOriginal SMART Study Data
summary.hdnom.calibrateSummary of Calibration Results
summary.hdnom.compare.calibrateSummary of Model Comparison by Calibration Results
summary.hdnom.compare.validateSummary of Model Comparison by Validation Results
summary.hdnom.external.calibrateSummary of External Calibration Results
summary.hdnom.external.validateSummary of External Validation Results
summary.hdnom.validateSummary of Validation Results
road2stat/hdnom documentation built on July 2, 2018, 9:33 a.m.