simulatingData: Generate Simulated Data Set

In ChongWu-Biostat/MethyImpute: Imputing the missing covariates via methylation data

Description

Generate Simulated Data Set, which can be used to compare type 1 error rate and power for different methods

Usage

simulatingData(seed, N, m = 1000, missing.prop, b4.value)

Arguments

seed	random seed
N	The number of subjects
m	The number of CpG sites, the default is 1,000
missing.prop	The missing rate
b4.value	The effect sieze

Value

Return the simulated data set.

Examples

## Set the initial conditions
N <- 500 ## Total sample size (subjects)
m <- 1000  ## Total CpG sites
missing.prop = 0.3 ## missing rate
impute.times = 10  ## The number of imputations
b4.value = 0.02    ## The effect size

seed = 1
data = simulatingData(seed,N,m,missing.prop, b4.value)

ChongWu-Biostat/MethyImpute documentation built on May 6, 2019, 11:18 a.m.