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statmod (version 1.4.3)

Statistical Modeling

Description

Various statistical modeling functions including growth curve comparisons, limiting dilution analysis, mixed linear models, heteroscedastic regression, Tweedie family generalized linear models, the inverse-Gaussian distribution and Gauss quadrature.

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Version

Install

install.packages('statmod')

Monthly Downloads

75,793

Version

1.4.3

License

LGPL (>= 2)

Maintainer

Gordon Smyth

Last Published

February 18th, 2010

Functions in statmod (1.4.3)

fitNBP

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

Data: Tensile Strength of Welds
power.fisher.test

Power of Fisher's Exact Test for Comparing Proportions
remlscoregamma

Approximate REML for gamma regression with structured dispersion
elda

Extreme Limiting Dilution Analysis
growthcurve

Compare Groups of Growth Curves
1.StatMod

Introduction to the StatMod Package
meanT

Mean t-Statistic Between Two Groups of Growth Curves
Digamma

Digamma generalized linear model family
hommel.test

Test Multiple Comparisons Using Hommel's Method
matvec

Multiply a Matrix by a Vector
deprecated

Deprecated Functions in statmod Package
glm.scoretest

Score Test for Adding a Covariate to a GLM
remlscore

REML for Heteroscedastic Regression
gauss.quad

Gaussian Quadrature
gauss.quad.prob

Gaussian Quadrature with Probability Distributions
glmgam.fit

Gamma Generalized Linear Model with Identity Link
plot.limdil

Plot or print an object of class limdil
invgauss

Inverse Gaussian Distribution
permp

Exact permutation p-values
mixedModel2

Fit Mixed Linear Model with 2 Error Components
tweedie

Tweedie Generalized Linear Models
logmdigamma

Log Minus Digamma Function
qresiduals

Randomized Quantile Residuals
sage.test

Compare Two SAGE Libraries