statmod v1.4.0

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

Date 2009/05/06
License LGPL (>= 2)
URL http://www.statsci.org/r
Packaged Wed May 6 15:11:53 2009; hu
Repository CRAN
Date/Publication 2009-05-06 12:01:10

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