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aod (version 1.1-31)

Analysis of Overdispersed Data

Description

This package provides a set of functions to analyse overdispersed counts or proportions. Most of the methods are already available elsewhere but are scattered in different packages. The proposed functions should be considered as complements to more sophisticated methods such as generalized estimating equations (GEE) or generalized linear mixed effect models (GLMM).

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Version

Install

install.packages('aod')

Monthly Downloads

14,914

Version

1.1-31

License

GPL (>= 2)

Maintainer

Renaud Lancelot

Last Published

May 6th, 2009

Functions in aod (1.1-31)

aic-class

Representation of Objects of Formal Class "aic"
glimML-class

Representation of Models of Formal Class "glimML"
splitbin

Splits Binomial Data into Bernoulli Data
anova-methods

Likelihood-Ratio Tests for Nested ML Models
summary.glimML-class

Summary of Objects of Class "summary.glimML"
wald.test

Wald Test for Model Coefficients
AIC-methods

Akaike Information Criteria
df.residual-methods

Methods for Function "df.residual" in Package "aod"
residuals-methods

Residuals for Maximum-Likelihood and Quasi-Likelihood Models
mice

Pregnant Female Mice Experiment
orob2

Germination Data
icc-class

Representation of Objects of Formal Class "icc"
link

Transformation from the Observation Scale to the Link Scale
raoscott

Test of Proportion Homogeneity using Rao and Scott's Adjustment
summary,aic-method

Akaike Information Statistics
donner

Test of Proportion Homogeneity using Donner's Adjustment
vcov-methods

Methods for Function "vcov" in Package "aod"
negbin

Negative-Binomial Model for Counts
fitted-methods

Methods for Function "fitted" in Package "aod"
deviance-methods

Methods for Function "deviance" in Package "aod"
coef-methods

Methods for Function "coef" in Package "aod"
aod-pkg

Analysis of Overdispersed Data
antibio

Antibiotics against Shipping Fever in Calves
betabin

Beta-Binomial Model for Proportions
cohorts

Age, Period and Cohort Effects for Vital Rates
invlink

Transformation from the Link Scale to the Observation Scale
icc

Intra-Cluster Correlation
logLik-methods

Methods for Functions "logLik" in Package "aod"
glimQL-class

Representation of Models of Formal Class "glimQL"
predict-methods

Methods for Function "predict" in Package "aod"
lizards

A Comparison of Site Preferences of Two Species of Lizard
varbin-class

Representation of Objects of Formal Class "varbin"
quasibin

Quasi-Likelihood Model for Proportions
orob1

Germination Data
salmonella

Salmonella Reverse Mutagenicity Assay
drs-class

Representation of Objects of Formal Class "drs"
rabbits

Rabbits Foetuses Survival Experiment
varbin

Mean, Variance and Confidence Interval of a Proportion
rats

Rats Diet Experiment
dja

Mortality of Djallonke Lambs in Senegal
quasipois

Quasi-Likelihood Model for Counts