aod v1.3.1

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Analysis of Overdispersed Data

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).

Functions in aod

Name Description
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"
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Details

Date 2012-04-10
License GPL (>= 2)
URL https://cran.r-project.org/package=aod
LazyData yes
Packaged 2019-01-26 16:15:20 UTC; hornik
Repository CRAN
Date/Publication 2019-01-26 16:33:00 UTC
NeedsCompilation no

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