MonteCarlo (version 1.0.6)

MakeFrame: Conversion of MonteCarlo outputs to data.frame.

Description

MakeFrame takes the output of MonteCarlo as its argument and returns a data.frame that contains the simulation results.

Usage

MakeFrame(output)

Arguments

output

A MonteCarlo object returned by the MonteCarlo() function.

Value

A data.frame that contains the simulation results.

Details

Each row of the data.frame contains the values returned by func for one repetition of the simulation and the respective values of the parameters.

Examples

# NOT RUN {
test_func<-function(n,loc,scale){
 sample<-rnorm(n, loc, scale)
 stat<-sqrt(n)*mean(sample)/sd(sample)
 decision<-abs(stat)>1.96
 return(list("decision"=decision, "stat"=stat))
}

n_grid<-c(50,100,250,500)
loc_grid<-c(0,1)
scale_grid<-c(1,2)

param_list=list("n"=n_grid, "loc"=loc_grid, "scale"=scale_grid)
erg<-MonteCarlo(func=test_func, nrep=250, param_list=param_list, ncpus=1)
df<-MakeFrame(erg)
head(df)

library(dplyr)
library(ggplot2)
tbl <- tbl_df(df)
ggplot(filter(tbl, loc==0)) + geom_density(aes(x=stat, col=factor(n)))

# }