statmod v1.4.18

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by Gordon Smyth

Statistical Modeling

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.

Functions in statmod

Name Description
forward Forward Selection of Covariates for Multiple Regression
elda Extreme Limiting Dilution Analysis
tweedie Tweedie Generalized Linear Models
hommel.test Test Multiple Comparisons Using Hommel's Method
permp Exact permutation p-values
power.fisher.test Power of Fisher's Exact Test for Comparing Proportions
remlscoregamma Approximate REML for gamma regression with structured dispersion
meanT Mean t-Statistic Between Two Groups of Growth Curves
gauss.quad Gaussian Quadrature
qresiduals Randomized Quantile Residuals
logmdigamma Log Minus Digamma Function
remlscore REML for Heteroscedastic Regression
welding Data: Tensile Strength of Welds
glmgam.fit Fit Generalized Linear Model by Fisher Scoring with Levenberg Damping
gauss.quad.prob Gaussian Quadrature with Probability Distributions
1.StatMod Introduction to the StatMod Package
invgauss Inverse Gaussian Distribution
sage.test Exact Binomial Tests For Comparing Two SAGE Libraries (Obsolete)
mscale M Scale Estimation
fitNBP Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
mixedModel2 Fit Mixed Linear Model with 2 Error Components
glm.scoretest Score Test for Adding a Covariate to a GLM
growthcurve Compare Groups of Growth Curves
plot.limdil Plot or print an object of class limdil
matvec Multiply a Matrix by a Vector
Digamma Digamma generalized linear model family
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Details

Date 2013/09/27
License GPL (>= 2)
Packaged 2013-09-27 09:41:42 UTC; smyth
NeedsCompilation yes
Repository CRAN
Date/Publication 2013-09-27 11:53:12

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