This repo is for developing the R package checkPlotR, Authors Michael Roswell, Michael Li, and Jonathan Dushoff.
To install the R package checkPlotR, run
devtools::install_github("dushoff/checkPlots")
checkPlotR produces slugPlots (and other rangePlots), which show the behavior of point and interval estimators on the scale of the statistic, for easy visualization of statistical coverage, bias, and other weirdness, and also checkPlots, which show the behavior of the p-values that underlie the construction of frequentist CI.
To use these tools, one must first simulate data and implement a p-value estimate.