statmod v1.4.21

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by Gordon Smyth

Statistical Modeling

A collection of algorithms and functions to aid statistical modeling. Includes growth curve comparisons, limiting dilution analysis (aka ELDA), mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Includes advanced generalized linear model functions that implement secure convergence, dispersion modeling and Tweedie power-law families.

Functions in statmod

Name Description
tweedie Tweedie Generalized Linear Models
plot.limdil Plot or print an object of class limdil
permp Exact permutation p-values
glmgam.fit Fit Generalized Linear Model by Fisher Scoring with Levenberg Damping
matvec Multiply a Matrix by a Vector
gauss.quad.prob Gaussian Quadrature with Probability Distributions
power.fisher.test Power of Fisher's Exact Test for Comparing Proportions
meanT Mean t-Statistic Between Two Groups of Growth Curves
sage.test Exact Binomial Tests For Comparing Two SAGE Libraries (Obsolete)
elda Extreme Limiting Dilution Analysis
hommel.test Test Multiple Comparisons Using Hommel's Method
statmod-package Introduction to the StatMod Package
glm.scoretest Score Test for Adding a Covariate to a GLM
remlscoregamma Approximate REML for gamma regression with structured dispersion
growthcurve Compare Groups of Growth Curves
welding Data: Tensile Strength of Welds
logmdigamma Log Minus Digamma Function
Digamma Digamma generalized linear model family
invgauss Inverse Gaussian Distribution
gauss.quad Gaussian Quadrature
fitNBP Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
mixedModel2 Fit Mixed Linear Model with 2 Error Components
forward Forward Selection of Covariates for Multiple Regression
mscale M Scale Estimation
remlscore REML for Heteroscedastic Regression
qresiduals Randomized Quantile Residuals
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Date 2015-03-30
License GPL-2 | GPL-3
NeedsCompilation yes
Packaged 2015-03-30 02:45:15 UTC; smyth
Repository CRAN
Date/Publication 2015-03-30 07:36:57

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