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aod (version 1.1-34)

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

1.1-34

License

GPL (>= 2)

Maintainer

Renaud Lancelot

Last Published

October 4th, 2010

Functions in aod (1.1-34)

icc-class

Representation of Objects of Formal Class "icc"
drs-class

Representation of Objects of Formal Class "drs"
fitted-methods

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

Methods for Functions "logLik" in Package "aod"
coef-methods

Methods for Function "coef" in Package "aod"
varbin

Mean, Variance and Confidence Interval of a Proportion
wald.test

Wald Test for Model Coefficients
aic-class

Representation of Objects of Formal Class "aic"
df.residual-methods

Methods for Function "df.residual" in Package "aod"
orob1

Germination Data
lizards

A Comparison of Site Preferences of Two Species of Lizard
link

Transformation from the Observation Scale to the Link Scale
splitbin

Split Grouped Data Into Individual Data
raoscott

Test of Proportion Homogeneity using Rao and Scott's Adjustment
betabin

Beta-Binomial Model for Proportions
cohorts

Age, Period and Cohort Effects for Vital Rates
glimML-class

Representation of Models of Formal Class "glimML"
AIC-methods

Akaike Information Criteria
glimQL-class

Representation of Models of Formal Class "glimQL"
quasipois

Quasi-Likelihood Model for Counts
negbin

Negative-Binomial Model for Counts
anova-methods

Likelihood-Ratio Tests for Nested ML Models
residuals-methods

Residuals for Maximum-Likelihood and Quasi-Likelihood Models
predict-methods

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

Antibiotics against Shipping Fever in Calves
quasibin

Quasi-Likelihood Model for Proportions
aod-pkg

Analysis of Overdispersed Data
varbin-class

Representation of Objects of Formal Class "varbin"
rabbits

Rabbits Foetuses Survival Experiment
icc

Intra-Cluster Correlation for Binomial Data
orob2

Germination Data
vcov-methods

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

Transformation from the Link Scale to the Observation Scale
rats

Rats Diet Experiment
donner

Test of Proportion Homogeneity using Donner's Adjustment
dja

Mortality of Djallonke Lambs in Senegal
mice

Pregnant Female Mice Experiment
salmonella

Salmonella Reverse Mutagenicity Assay
deviance-methods

Methods for Function "deviance" in Package "aod"
summary,aic-method

Akaike Information Statistics
summary.glimML-class

Summary of Objects of Class "summary.glimML"