fitPlotR: An R package for Plotting Probability Distributions

Abstract

The fitPlotR package provides various set of functions for visualizing univariate probability distributions. The package contains an integrated set of functions to visualize probability density functions, cumulative distribution functions, survival functions, hazard functions. The package includes various functions to describe the basic characteristics of a probability distribution, such as mean, median, mode, dispersion, and various higher-order moments of a probability distribution, such as skewness and kurtosis. In addition to diagnostic plots, the package includes functions for plotting fitted probability density functions, fitted cumulative distribution functions, quantile-quantile (QQ) plot and probability-probability (PP) plot, along with comprehensive graphical data overview.