FullExperiment.US: FULL EXPERIMENT - runs an experiment for one distribution

In blebedenko/thescript2: Boris's thesis scripts

Description

FULL EXPERIMENT - runs an experiment for one distribution

Usage

FullExperiment.US(
  distribution,
  MC,
  n,
  cl = parallel::makeCluster(parallel::detectCores() - 1),
  US_ratio
)

Arguments

distribution	One of the following strings : "normal", "gamma.skewed", "gamma.symmetrical", "log.normal","bimodal1","bimodal2" ,"t3" , "laplace"
MC	number of monte carlo replications
n	an integer - sample size from each population
cl	a parallel::makeCluster object
US_ratio	factor to multiply the bandwidth (default = 0.5)

Value

simsalapar's experiment resutls, for the following parameter grid : AUC = 0.7,0.8,0.9 ; theta_squared = 0.5,1,2 ; var_eq = TRUE, FALSE ; ME_var_ratio = 0.5,1,2 to be used with write.csv directly

Examples

FullExperiment.US("gamma.skewed",MC=2,n=250,cl=parallel::makeCluster(parallel::detectCores()-1))

blebedenko/thescript2 documentation built on Dec. 19, 2021, 9:53 a.m.