Set of Tools to Data Analysis using Generalized Linear Models

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Documentation for package ‘glmtoolbox’ version 0.1.2

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AGPC AGPC for Generalized Estimating Equations
anova.glmgee Comparison of nested Generalized Estimating Equations
anova.overglm Comparison of nested Negative Binomial and Beta-Binomial Regression Models
anova2 Comparison of nested Generalized Linear Models
aucuba Lesions of Aucuba mosaic virus
bladder Bladder cancer in mice
cellular Agents to stimulate cellular differentiation
CIC Correlation Information Criterion for Generalized Estimating Equations
confint2 Confidence Intervals for Generalized Linear Models
cooks.distance.glmgee Cook's Distance for Generalized Estimating Equations
cooks.distance.overglm Cook's Distance for Negative Binomial and Beta-Binomial Models
depression Treatment for severe postnatal depression
dfbeta.glmgee Dfbeta for Generalized Estimating Equations
dfbeta.overglm Dfbeta for Negative Binomial and Beta-binomial Models
envelope Normal QQ-plot with simulated envelope of model residuals
envelope.glm Normal QQ-plot with simulated envelope of model residuals
envelope.lm Normal QQ-plot with simulated envelope of model residuals
envelope.overglm Normal QQ-plot with simulated envelope of model residuals
estequa Function to extract estimating equations
estequa.glm Estimating Equations in Generalized Linear Models
estequa.glmgee Estimating Equations in Generalized Estimating Equations
estequa.overglm Estimating Equations in Negative Binomial and Beta-Binomial Models
GHYC Gosho-Hamada-Yoshimura's Criterion for Generalized Estimating Equations
glmgee Generalized Estimating Equations
GUIDE Guidelines for Urinary Incontinence Discussion and Evaluation
gvif Generalized Variance Inflaction Factor
gvif.glm Generalized Variance Inflaction Factor
gvif.lm Generalized Variance Inflaction Factor
hltest The Hosmer-Lemeshow Goodness-of-Fit Test
leverage Leverage
leverage.glmgee Leverage for Generalized Estimating Equations
liver Liver cancer in mice
localInfluence Local Influence
localInfluence.glmgee Local Influence for Generalized Estimating Equations
mammary Ability of retinyl acetate to prevent mammary cancer in rats
ossification Teratogenic effects of phenytoin and trichloropropene oxide
overglm Negative Binomial and Beta-Binomial Regression Models
predict.glmgee Predictions for Generalized Estimating Equations
predict.overglm Predictions for Negative Binomial and Beta-Binomial regression models
QIC QIC for Generalized Estimating Equations
races Hill races in Scotland
residuals.glmgee Residuals for Generalized Estimating Equations
residuals.overglm Residuals for Negative Binomial and Beta-Binomial Regression Models
residuals2 Residuals for Linear and Generalized Linear Models
richness Species richness
rinse Dental Clinical Trial
RJC Rotnitzky–Jewell's Criterion for Generalized Estimating Equations
ROCc The Receiver Operating Characteristic (ROC) Curve
SGPC SGPC for Generalized Estimating Equations
skincancer Skin cancer in women
spruces Effect of ozone-enriched atmosphere on growth of sitka spruces
stepCriterion Variable selection in regression models from a chosen criterion
stepCriterion.glm Variable Selection in Generalized Linear Models
stepCriterion.glmgee Variable selection in Generalized Estimating Equation
stepCriterion.lm Variable Selection in Normal Linear Models
stepCriterion.overglm Variable selection in Negative Binomial and Beta-Binomial Regression Models
swimmers Self diagnozed ear infections in swimmers
vcov.glmgee Estimate of the variance-covariance matrix in GEEs
vdtest Test for Varying Dispersion Parameter
vdtest.glm Test for Varying Dispersion Parameter in Generalized Linear Models
vdtest.lm Test for Varying Dispersion Parameter in Normal Linear Models