Statistical Modeling


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Documentation for package ‘statmod’ version 1.5.0

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statmod-package Introduction to the StatMod Package
canonic.digamma Digamma Generalized Linear Model Family
compareGrowthCurves Compare Groups of Growth Curves
compareTwoGrowthCurves Compare Groups of Growth Curves
cumulant.digamma Digamma Generalized Linear Model Family
d2cumulant.digamma Digamma Generalized Linear Model Family
Digamma Digamma Generalized Linear Model Family
dinvgauss Inverse Gaussian Distribution
elda Extreme Limiting Dilution Analysis
eldaOneGroup Extreme Limiting Dilution Analysis
expectedDeviance Expected Value of Scaled Unit Deviance for Linear Exponential Families
fitNBP Negative Binomial Model for SAGE Libraries with Pearson Estimation of Dispersion
forward Forward Selection of Covariates for Multiple Regression
gauss.quad Gaussian Quadrature
gauss.quad.prob Gaussian Quadrature with Probability Distributions
glm.scoretest Score Test for Adding a Covariate to a GLM
glmgam.fit Fit Gamma Generalized Linear Model by Fisher Scoring with Identity Link
glmnb.fit Fit Negative Binomial Generalized Linear Model with Log-Link
hommel.test Test Multiple Comparisons Using Hommel's Method
InverseGaussian Inverse Gaussian Distribution
limdil Extreme Limiting Dilution Analysis
limdil-class Extreme Limiting Dilution Analysis
limdil.class Extreme Limiting Dilution Analysis
logmdigamma Log Minus Digamma Function
matvec Multiply a Matrix by a Vector
meanT Mean t-Statistic Between Two Groups of Growth Curves
meanval.digamma Digamma Generalized Linear Model Family
mixedModel2 Fit Mixed Linear Model with 2 Error Components
mixedModel2Fit Fit Mixed Linear Model with 2 Error Components
mscale M Scale Estimation
permp Exact permutation p-values
pinvgauss Inverse Gaussian Distribution
plot.limdil Plot or print an object of class limdil
plotGrowthCurves Compare Groups of Growth Curves
power.fisher.test Power of Fisher's Exact Test for Comparing Proportions
print.limdil Plot or print an object of class limdil
qinvgauss Inverse Gaussian Distribution
qres.binom Randomized Quantile Residuals
qres.default Randomized Quantile Residuals
qres.gamma Randomized Quantile Residuals
qres.invgauss Randomized Quantile Residuals
qres.nbinom Randomized Quantile Residuals
qres.pois Randomized Quantile Residuals
qres.tweedie Randomized Quantile Residuals
qresid Randomized Quantile Residuals
qresiduals Randomized Quantile Residuals
randomizedBlock Fit Mixed Linear Model with 2 Error Components
randomizedBlockFit Fit Mixed Linear Model with 2 Error Components
remlscore REML for Heteroscedastic Regression
remlscoregamma Approximate REML for Gamma Regression with Structured Dispersion
rinvgauss Inverse Gaussian Distribution
sage.test Exact Binomial Tests For Comparing Two SAGE Libraries (Obsolete)
statmod Introduction to the StatMod Package
tweedie Tweedie Generalized Linear Models
unitdeviance.digamma Digamma Generalized Linear Model Family
varfun.digamma Digamma Generalized Linear Model Family
vecmat Multiply a Matrix by a Vector
welding Data: Tensile Strength of Welds