statmod: Statistical Modeling

A collection of algorithms and functions to aid statistical modeling. Includes limiting dilution analysis (aka ELDA), growth curve comparisons, mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Also includes advanced generalized linear model functions including Tweedie and Digamma distributional families, secure convergence and exact distributional calculations for unit deviances.

Getting started

Package details

AuthorGordon Smyth [cre, aut], Lizhong Chen [aut], Yifang Hu [ctb], Peter Dunn [ctb], Belinda Phipson [ctb], Yunshun Chen [ctb]
MaintainerGordon Smyth <smyth@wehi.edu.au>
LicenseGPL-2 | GPL-3
Version1.5.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("statmod")

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statmod documentation built on Jan. 6, 2023, 5:14 p.m.