statmod v1.4.5

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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
plot.limdil Plot or print an object of class limdil
remlscoregamma Approximate REML for gamma regression with structured dispersion
qresiduals Randomized Quantile Residuals
rho.hampel Hampel's Redescending rho Function
mixedModel2 Fit Mixed Linear Model with 2 Error Components
tweedie Tweedie Generalized Linear Models
elda Extreme Limiting Dilution Analysis
sage.test Compare Two SAGE Libraries
logmdigamma Log Minus Digamma Function
hommel.test Test Multiple Comparisons Using Hommel's Method
meanT Mean t-Statistic Between Two Groups of Growth Curves
growthcurve Compare Groups of Growth Curves
permp Exact permutation p-values
welding Data: Tensile Strength of Welds
gauss.quad Gaussian Quadrature
Digamma Digamma generalized linear model family
glmgam.fit Gamma Generalized Linear Model with Identity Link
fitNBP Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
remlscore REML for Heteroscedastic Regression
matvec Multiply a Matrix by a Vector
psi.hampel Hampel's Redescending psi Function
deprecated Deprecated Functions in statmod Package
power.fisher.test Power of Fisher's Exact Test for Comparing Proportions
mscale M Scale Estimation
glm.scoretest Score Test for Adding a Covariate to a GLM
1.StatMod Introduction to the StatMod Package
invgauss Inverse Gaussian Distribution
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Date 2010/04/16
License LGPL (>= 2)
URL http://www.statsci.org/r
Packaged 2010-04-16 04:22:27 UTC; hu
Repository CRAN
Date/Publication 2010-04-16 08:14:37

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