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statmod (version 1.4.13)

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

62,283

Version

1.4.13

License

LGPL (>= 2)

Maintainer

Gordon Smyth

Last Published

October 25th, 2011

Functions in statmod (1.4.13)

qresiduals

Randomized Quantile Residuals
elda

Extreme Limiting Dilution Analysis
meanT

Mean t-Statistic Between Two Groups of Growth Curves
1.StatMod

Introduction to the StatMod Package
hommel.test

Test Multiple Comparisons Using Hommel's Method
tweedie

Tweedie Generalized Linear Models
gauss.quad

Gaussian Quadrature
growthcurve

Compare Groups of Growth Curves
mixedModel2

Fit Mixed Linear Model with 2 Error Components
fitNBP

Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
glm.scoretest

Score Test for Adding a Covariate to a GLM
permp

Exact permutation p-values
remlscoregamma

Approximate REML for gamma regression with structured dispersion
remlscore

REML for Heteroscedastic Regression
gauss.quad.prob

Gaussian Quadrature with Probability Distributions
sage.test

Exact Binomial Tests For Comparing Two SAGE Libraries (Obsolete)
invgauss

Inverse Gaussian Distribution
plot.limdil

Plot or print an object of class limdil
mscale

M Scale Estimation
deprecated

Deprecated Functions in statmod Package
logmdigamma

Log Minus Digamma Function
matvec

Multiply a Matrix by a Vector
welding

Data: Tensile Strength of Welds
power.fisher.test

Power of Fisher's Exact Test for Comparing Proportions
Digamma

Digamma generalized linear model family
glmgam.fit

Fit Generalized Linear Model by Fisher Scoring with Levenberg Damping