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aod (version 1.3.1)

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

1.3.1

License

GPL (>= 2)

Maintainer

Renaud Lancelot

Last Published

January 26th, 2019

Functions in aod (1.3.1)

AIC-methods

Akaike Information Criteria
aic-class

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

Representation of Objects of Formal Class "iccbin"
iccbin

Intra-Cluster Correlation for Binomial Data
lizards

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

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

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

Methods for Function "predict" in Package "aod"
anova-methods

Likelihood-Ratio Tests for Nested ML Models
logLik-methods

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

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

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

Analysis of Overdispersed Data
raoscott

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

Rats Diet Experiment
df.residual-methods

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

Age, Period and Cohort Effects for Vital Rates
antibio

Antibiotics against Shipping Fever in Calves
invlink

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

Representation of Models of Formal Class "glimML"
quasibin

Quasi-Likelihood Model for Proportions
varbin

Mean, Variance and Confidence Interval of a Proportion
glimQL-class

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

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

Pregnant Female Mice Experiment
wald.test

Wald Test for Model Coefficients
link

Transformation from the Observation Scale to the Link Scale
negbin

Negative-Binomial Model for Counts
betabin

Beta-Binomial Model for Proportions
splitbin

Split Grouped Data Into Individual Data
summary,aic-method

Akaike Information Statistics
orob1

Germination Data
orob2

Germination Data
residuals-methods

Residuals for Maximum-Likelihood and Quasi-Likelihood Models
dja

Mortality of Djallonke Lambs in Senegal
salmonella

Salmonella Reverse Mutagenicity Assay
donner

Test of Proportion Homogeneity using Donner's Adjustment
quasipois

Quasi-Likelihood Model for Counts
rabbits

Rabbits Foetuses Survival Experiment
summary.glimML-class

Summary of Objects of Class "summary.glimML"
varbin-class

Representation of Objects of Formal Class "varbin"