Rev 65038 | Blame | Compare with Previous | Last modification | View Log | Download | RSS feed
R version 3.0.3 RC (2014-02-27 r65086) -- "Warm Puppy"Copyright (C) 2014 The R Foundation for Statistical ComputingPlatform: x86_64-unknown-linux-gnu (64-bit)R is free software and comes with ABSOLUTELY NO WARRANTY.You are welcome to redistribute it under certain conditions.Type 'license()' or 'licence()' for distribution details.R is a collaborative project with many contributors.Type 'contributors()' for more information and'citation()' on how to cite R or R packages in publications.Type 'demo()' for some demos, 'help()' for on-line help, or'help.start()' for an HTML browser interface to help.Type 'q()' to quit R.> library(parallel)>> library(boot)> cd4.rg <- function(data, mle) MASS::mvrnorm(nrow(data), mle$m, mle$v)> cd4.mle <- list(m = colMeans(cd4), v = var(cd4))> mc <- getOption("mc.cores", 2)> run1 <- function(...) boot(cd4, corr, R = 500, sim = "parametric",+ ran.gen = cd4.rg, mle = cd4.mle)> ## To make this reproducible:> set.seed(123, "L'Ecuyer"); mc.reset.stream()> res <- mclapply(seq_len(mc), run1)> cd4.boot <- do.call(c, res)> boot.ci(cd4.boot, type = c("norm", "basic", "perc"),+ conf = 0.9, h = atanh, hinv = tanh)BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONSBased on 1000 bootstrap replicatesCALL :boot.ci(boot.out = cd4.boot, conf = 0.9, type = c("norm", "basic","perc"), h = atanh, hinv = tanh)Intervals :Level Normal Basic Percentile90% ( 0.4575, 0.8547 ) ( 0.4703, 0.8575 ) ( 0.4964, 0.8663 )Calculations on Transformed Scale; Intervals on Original Scale>> proc.time()user system elapsed0.147 0.019 0.254