lfpcr_boot: Run boot strapping to compute 95% CI

In seonjoo/Lpredict: Prediction with high-dimensional longitudinal predictors using longitudinal principal component analysis

Description

Run boot strapping to compute 95% CI

Usage

lfpcr_boot(datct = NULL, idlist = NULL, B = 100, idvar = NULL,
  timevar = NULL, inYrs = FALSE, predvarlist = NULL, outcomevar = NULL,
  covariates = NULL, varthresh = 0.85, lambdalist = 2^(c(-8:8)),
  penalty.factor = NULL, nfold = 10, multicore = FALSE, mc.cores = 2)

Arguments

idlist	List of sample unit
idvar	ID variable name from the dataset
timevar	time variable name from the dataset in days from the baseline
inYrs	whether the time variable needs to be converted in years, default FALSE
predvarlist	columns of the predictors
outcomevar	outcome variable
varthresh	threshold for LFPCA
multicore	whether conducting multicore computation (default=FALSE)
mc.cores	number of cores (default=2)
seednum	random seed number

Author(s)

Seonjoo lee [e-mail]

References

TBA

seonjoo/Lpredict documentation built on May 29, 2019, 6:54 p.m.