Shakeel95/bioFlex: Estimation and model selection for strictly positive heavy tailed data, using flexible parametric distributions

Maximum likelihood estimation of flexible parametric distributions nested by the Generalized Beta distribution of the Second Kind, model selection via various information criterations; procedures for estimating the conditional mean E(Y|X) and conditional probability P(Y>k |X) of a response variable; Cholesky decomposition to correlate estimated parameters.

Getting started

Package details

AuthorAna Duarte, James Lomas, Shakeel Gavioli-Akilagun, Simon Hickinbotham
MaintainerShakeel Gavioli-Akilagun <shakeel.gavioli@googlemail.com>
LicenseGNU GENERAL PUBLIC LICENSE (Version 3)
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Shakeel95/bioFlex")
Shakeel95/bioFlex documentation built on March 3, 2020, 11:27 a.m.