statmod v1.4.16


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


Date 2012/09/28
License LGPL (>= 2)
Packaged 2012-09-28 07:22:56 UTC; smyth
Repository CRAN
Date/Publication 2012-09-29 08:52:52

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