reliaR - Comprehensive Tools for some Probability Distributions
Provides a comprehensive suite of utilities for univariate
continuous probability distributions and reliability models.
Includes functions to compute the probability density,
cumulative distribution, quantile, reliability, and hazard
functions, along with random variate generation. Also offers
diagnostic and model assessment tools such as Quantile-Quantile
(Q-Q) and Probability-Probability (P-P) plots, the
Kolmogorov-Smirnov goodness-of-fit test, and model selection
criteria including the Akaike Information Criterion (AIC) and
Bayesian Information Criterion (BIC). Currently implements the
following distributions: Burr X, Chen, Exponential Extension,
Exponentiated Logistic, Exponentiated Weibull, Exponential
Power, Flexible Weibull, Generalized Exponential, Gompertz,
Generalized Power Weibull, Gumbel, Inverse Generalized
Exponential, Linear Failure Rate, Log-Gamma,
Logistic-Exponential, Logistic-Rayleigh, Log-log,
Marshall-Olkin Extended Exponential, Marshall-Olkin Extended
Weibull, and Weibull Extension distributions. Serves as a
valuable resource for teaching and research in probability
theory, reliability analysis, and applied statistical modeling.
