Fits Piecewise Polynomial with Data-Adaptive Knots in Cox Model

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Documentation for package ‘tfCox’ version 0.1.0

• DESCRIPTION file.

Help Pages

tfCox-package	Fit the Additive Trend Filtering Cox Model
cv_tfCox	Fit Trend Filtering Cox model and Choose Tuning Parameter via K-Fold Cross-Validation
negloglik	Calculate the negative log likelihood from Cox model.
plot.cv_tfCox	Plots Cross-Validation Curve for Object of Class "cv_tfCox"
plot.sim_dat	Plot the true covariate effects
plot.tfCox	Plot Fitted Functions from Class "tfCox"
predict.tfCox	Predict for a New Covariate Matrix and fit from 'tfCox'
predict_best_lambda	Predict from the optimal lambda from tfCox_choose_lambda
sim_dat	Simulate Data from a Variety of Functional Scenarios
summary.cv_tfCox	Summarize 'cv_tfCox' object
summary.tfCox	Summarize 'tfCox' object
tfCox	Fit the additive trend filtering Cox model with a range of tuning parameters
tfCox_choose_lambda	Choose the tuning parameter lambda using training and testing dataset