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aod (version 1.3.3)

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

9,797

Version

1.3.3

License

GPL (>= 2)

Maintainer

Last Published

December 13th, 2023

Functions in aod (1.3.3)

predict-methods

Methods for Function "predict" in Package "aod"
orob1

Germination Data
donner

Test of Proportion Homogeneity using Donner's Adjustment
salmonella

Salmonella Reverse Mutagenicity Assay
orob2

Germination Data
residuals-methods

Residuals for Maximum-Likelihood and Quasi-Likelihood Models
rabbits

Rabbits Foetuses Survival Experiment
quasibin

Quasi-Likelihood Model for Proportions
summary,aic-method

Akaike Information Statistics
fitted-methods

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

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

Quasi-Likelihood Model for Counts
splitbin

Split Grouped Data Into Individual Data
negbin

Negative-Binomial Model for Counts
mice

Pregnant Female Mice Experiment
drs-class

Representation of Objects of Formal Class "drs"
lizards

A Comparison of Site Preferences of Two Species of Lizard
rats

Rats Diet Experiment
logLik-methods

Methods for Functions "logLik" in Package "aod"
wald.test

Wald Test for Model Coefficients
invlink

Transformation from the Link Scale to the Observation Scale
link

Transformation from the Observation Scale to the Link Scale
varbin-class

Representation of Objects of Formal Class "varbin"
summary.glimML-class

Summary of Objects of Class "summary.glimML"
varbin

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

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

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

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

Akaike Information Criteria
aod-pkg

Analysis of Overdispersed Data
betabin

Beta-Binomial Model for Proportions
aic-class

Representation of Objects of Formal Class "aic"
anova-methods

Likelihood-Ratio Tests for Nested ML Models
dja

Mortality of Djallonke Lambs in Senegal
glimML-class

Representation of Models of Formal Class "glimML"
cohorts

Age, Period and Cohort Effects for Vital Rates
deviance-methods

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

Antibiotics against Shipping Fever in Calves
glimQL-class

Representation of Models of Formal Class "glimQL"
iccbin-class

Representation of Objects of Formal Class "iccbin"
iccbin

Intra-Cluster Correlation for Binomial Data