Generalized Competing Event Models with Lunn-McNeil Testing


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Documentation for package ‘gcemod’ version 0.3.0

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gcecif Generalized competing event model on the cumulative-incidence-ratio scale
gcecox Generalized competing event model via cause-specific Cox regression
gcefg Generalized competing event model via Fine-Gray regression
gce_alligator Alligator plot: cumulative incidence by risk group and event type
gce_calibration Calibration of predicted vs. observed omega+ by risk rank
gce_cutpoints Risk-score cutpoints for GCE risk stratification
gce_performance Discrimination (C-index) for a GCE model
gce_riskscore Normalized risk score and relative omega+ for new subjects
gce_scaling Covariate scaling (means and SDs) used by the GCE risk score
gce_tidy Tidy a GCE model into a data frame of estimates
hn Head-and-neck cancer competing-risks example dataset
lunnmcneil Lunn-McNeil stacked-model estimation of omega+ ratios
prostate Prostate cancer competing-risks example dataset