statmod v1.4.8

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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
gauss.quad.prob Gaussian Quadrature with Probability Distributions
sage.test Compare Two SAGE Libraries
tweedie Tweedie Generalized Linear Models
meanT Mean t-Statistic Between Two Groups of Growth Curves
fitNBP Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
glm.scoretest Score Test for Adding a Covariate to a GLM
power.fisher.test Power of Fisher's Exact Test for Comparing Proportions
mixedModel2 Fit Mixed Linear Model with 2 Error Components
plot.limdil Plot or print an object of class limdil
1.StatMod Introduction to the StatMod Package
matvec Multiply a Matrix by a Vector
Digamma Digamma generalized linear model family
remlscore REML for Heteroscedastic Regression
glmgam.fit Fit Generalized Linear Model by Fisher Scoring with Levenberg Damping
growthcurve Compare Groups of Growth Curves
hommel.test Test Multiple Comparisons Using Hommel's Method
gauss.quad Gaussian Quadrature
invgauss Inverse Gaussian Distribution
welding Data: Tensile Strength of Welds
remlscoregamma Approximate REML for gamma regression with structured dispersion
logmdigamma Log Minus Digamma Function
qresiduals Randomized Quantile Residuals
mscale M Scale Estimation
elda Extreme Limiting Dilution Analysis
deprecated Deprecated Functions in statmod Package
permp Exact permutation p-values
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Date 2010/11/03
License LGPL (>= 2)
URL http://www.statsci.org/r
Packaged 2010-11-03 06:56:57 UTC; smyth
Repository CRAN
Date/Publication 2010-11-03 09:49:08

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