findSIMQuantile function

Find quantiles of the simulated data.

findSIMQuantile(sim_data,
               X,
               X_bin,
               probs = c(0.1,0.5,0.9),
               conf.level = 0.95,
               approx = FALSE, ...)

Arguments

• sim_data: A matrix of simulated data with only Y values collected.
• X: A numeric vector corresponding to Y.
• X_bin: Binning result from makeCOVbin function.
• probs: A numeric vector of probabilities.
• conf.level: Confidence level of the interval.
• approx: Arguments to be passed to methods
• ...: Arguments to be passed to methods

Returns

quantiles of sim_data using X_bin

Examples

data(origdata)
data(simdata)
CUT = FindBestCut(origdata$TIME,8)$cutoffs
time_bin = makeCOVbin(origdata$TIME,K=8,cutoffs = CUT)
findSIMQuantile(simdata,origdata$TIME,X_bin=time_bin)