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aod (version 1.3.2)

Analysis of Overdispersed Data

Description

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

14,314

Version

1.3.2

License

GPL (>= 2)

Maintainer

Renaud Lancelot

Last Published

April 2nd, 2022

Functions in aod (1.3.2)

df.residual-methods

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

Likelihood-Ratio Tests for Nested ML Models
cohorts

Age, Period and Cohort Effects for Vital Rates
betabin

Beta-Binomial Model for Proportions
antibio

Antibiotics against Shipping Fever in Calves
coef-methods

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

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

Akaike Information Criteria
aic-class

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

Representation of Objects of Formal Class "drs"
invlink

Transformation from the Link Scale to the Observation Scale
dja

Mortality of Djallonke Lambs in Senegal
donner

Test of Proportion Homogeneity using Donner's Adjustment
summary,aic-method

Akaike Information Statistics
fitted-methods

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

Negative-Binomial Model for Counts
mice

Pregnant Female Mice Experiment
splitbin

Split Grouped Data Into Individual Data
glimML-class

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

Methods for Functions "logLik" in Package "aod"
link

Transformation from the Observation Scale to the Link Scale
lizards

A Comparison of Site Preferences of Two Species of Lizard
summary.glimML-class

Summary of Objects of Class "summary.glimML"
predict-methods

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

Rats Diet Experiment
quasibin

Quasi-Likelihood Model for Proportions
wald.test

Wald Test for Model Coefficients
raoscott

Test of Proportion Homogeneity using Rao and Scott's Adjustment
varbin-class

Representation of Objects of Formal Class "varbin"
iccbin-class

Representation of Objects of Formal Class "iccbin"
orob1

Germination Data
iccbin

Intra-Cluster Correlation for Binomial Data
glimQL-class

Representation of Models of Formal Class "glimQL"
quasipois

Quasi-Likelihood Model for Counts
orob2

Germination Data
varbin

Mean, Variance and Confidence Interval of a Proportion
vcov-methods

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

Rabbits Foetuses Survival Experiment
residuals-methods

Residuals for Maximum-Likelihood and Quasi-Likelihood Models
salmonella

Salmonella Reverse Mutagenicity Assay
aod-pkg

Analysis of Overdispersed Data