Learn R Programming

⚠️There's a newer version (1.5.0) of this package.Take me there.

statmod (version 1.4.32)

Statistical Modeling

Description

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 a number of advanced generalized linear model functions including new Tweedie and Digamma glm families and a secure convergence algorithm.

Copy Link

Version

Install

install.packages('statmod')

Monthly Downloads

72,118

Version

1.4.32

License

GPL-2 | GPL-3

Maintainer

Last Published

May 29th, 2019

Functions in statmod (1.4.32)

logmdigamma

Log Minus Digamma Function
matvec

Multiply a Matrix by a Vector
qresiduals

Randomized Quantile Residuals
remlscore

REML for Heteroscedastic Regression
fitNBP

Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
forward

Forward Selection of Covariates for Multiple Regression
plot.limdil

Plot or print an object of class limdil
power.fisher.test

Power of Fisher's Exact Test for Comparing Proportions
welding

Data: Tensile Strength of Welds
Digamma

Digamma generalized linear model family
glm.scoretest

Score Test for Adding a Covariate to a GLM
growthcurve

Compare Groups of Growth Curves
mscale

M Scale Estimation
elda

Extreme Limiting Dilution Analysis
permp

Exact permutation p-values
statmod-package

Introduction to the StatMod Package
meanT

Mean t-Statistic Between Two Groups of Growth Curves
mixedModel2

Fit Mixed Linear Model with 2 Error Components
tweedie

Tweedie Generalized Linear Models
glmnb.fit

Fit Negative Binomial Generalized Linear Model with Log-Link
glmgam.fit

Fit Gamma Generalized Linear Model by Fisher Scoring with Identity Link
hommel.test

Test Multiple Comparisons Using Hommel's Method
invgauss

Inverse Gaussian Distribution
remlscoregamma

Approximate REML for gamma regression with structured dispersion
sage.test

Exact Binomial Tests For Comparing Two SAGE Libraries (Obsolete)
gauss.quad

Gaussian Quadrature
gauss.quad.prob

Gaussian Quadrature with Probability Distributions