Parallelised Estimation of Prediction Error

Documentation for package ‘peperr’ version 1.5

aggregation.brier	Determine the Brier score for a fitted model
aggregation.misclass	Determine the missclassification rate for a fitted model
aggregation.pmpec	Determine the prediction error curve for a fitted model
complexity.LASSO	Interface for selection of optimal parameter for lasso fit
extract.fun	Extract functions, libraries and global variables to be loaded onto a compute cluster
fit.coxph	Interface function for fitting a Cox proportional hazards model
fit.LASSO	Interface function for fitting a generalised linear model with the lasso
ipec	Integrated prediction error curve
peperr	Parallelised Estimation of Prediction Error
perr	Prediction error estimates
PLL	Generic function for extracting the predictive partial log-likelihood
PLL.coxph	Predictive partial log-likelihood for Cox poportional hazards model
plot.peperr	Plot method for peperr object
pmpec	Calculate prediction error curves
predictProb	Generic function for extracting predicted survival probabilities
predictProb.coxph	Extract predicted survival probabilities from a coxph object
predictProb.survfit	Extract predicted survival probabilities from a survfit object
resample.indices	Generation of indices for resampling Procedure