R: Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD

# Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD

## Documentation for package ‘fitODBOD’ version 1.5.5

- DESCRIPTION file

## Help Pages

A B C D E F G M N O P T

## -- A --

Alcohol_data | Alcohol data

## -- B --

BODextract | Binomial Data Extraction from Raw data

## -- C --

Chromosome_data | Chromosome Data
Course_data | Course Data

## -- D --

dAddBin | Additive Binomial Distribution
dBETA | Beta Distribution
dBetaBin | Beta-Binomial Distribution
dBetaCorrBin | Beta-Correlated Binomial Distribution
dCOMPBin | COM Poisson Binomial Distribution
dCorrBin | Correlated Binomial Distribution
dGAMMA | Gamma Distribution
dGammaBin | Gamma Binomial Distribution
dGBeta1 | Generalized Beta Type-1 Distribution
dGHGBB | Gaussian Hypergeometric Generalized Beta Binomial Distribution
dGHGBeta | Gaussian Hypergeometric Generalized Beta Distribution
dGrassiaIIBin | Grassia-II-Binomial Distribution
dKUM | Kumaraswamy Distribution
dKumBin | Kumaraswamy Binomial Distribution
dLMBin | Lovinson Multiplicative Binomial Distribution
dMcGBB | McDonald Generalized Beta Binomial Distribution
dMultiBin | Multiplicative Binomial Distribution
dTRI | Triangular Distribution Bounded Between [0,1]
dTriBin | Triangular Binomial Distribution
dUNI | Uniform Distribution Bounded Between [0,1]
dUniBin | Uniform Binomial Distribution

## -- E --

Epidemic_Cold | Family Epidemics
EstMGFBetaBin | Estimating the shape parameters a and b for Beta-Binomial Distribution
EstMLEAddBin | Estimating the probability of success and alpha for Additive Binomial Distribution
EstMLEBetaBin | Estimating the shape parameters a and b for Beta-Binomial Distribution
EstMLEBetaCorrBin | Estimating the covariance, alpha and beta parameter values for Beta-Correlated Binomial Distribution
EstMLECOMPBin | Estimating the probability of success and v parameter for COM Poisson Binomial Distribution
EstMLECorrBin | Estimating the probability of success and correlation for Correlated Binomial Distribution
EstMLEGammaBin | Estimating the shape parameters c and l for Gamma Binomial distribution
EstMLEGHGBB | Estimating the shape parameters a,b and c for Gaussian Hypergeometric Generalized Beta Binomial Distribution
EstMLEGrassiaIIBin | Estimating the shape parameters a and b for Grassia II Binomial distribution
EstMLEKumBin | Estimating the shape parameters a and b and iterations for Kumaraswamy Binomial Distribution
EstMLELMBin | Estimating the probability of success and theta for Lovinson Multiplicative Binomial Distribution
EstMLEMcGBB | Estimating the shape parameters a,b and c for McDonald Generalized Beta Binomial distribution
EstMLEMultiBin | Estimating the probability of success and theta for Multiplicative Binomial Distribution
EstMLETriBin | Estimating the mode value for Triangular Binomial Distribution
Exam_data | Exam Data

## -- F --

fitAddBin | Fitting the Additive Binomial Distribution when binomial random variable, frequency, probability of success and alpha are given
fitBetaBin | Fitting the Beta-Binomial Distribution when binomial random variable, frequency and shape parameters a and b are given
fitBetaCorrBin | Fitting the Beta-Correlated Binomial Distribution when binomial random variable, frequency, covariance, alpha and beta parameters are given
fitBin | Fitting the Binomial Distribution when binomial random variable, frequency and probability value are given
fitCOMPBin | Fitting the COM Poisson Binomial Distribution when binomial random variable, frequency, probability of success and v parameter are given
fitCorrBin | Fitting the Correlated Binomial Distribution when binomial random variable, frequency, probability of success and covariance are given
fitGammaBin | Fitting the Gamma Binomial distribution when binomial random variable, frequency and shape parameters are given
fitGHGBB | Fitting the Gaussian Hypergeometric Generalized Beta Binomial Distribution when binomial random variable, frequency and shape parameters a,b and c are given
fitGrassiaIIBin | Fitting the Grassia II Binomial distribution when binomial random variable, frequency and shape parameters are given
fitKumBin | Fitting the Kumaraswamy Binomial Distribution when binomial random variable, frequency and shape parameters a and b, iterations parameter it are given
fitLMBin | Fitting the Lovinson Multiplicative Binomial Distribution when binomial random variable, frequency, probability of success and theta parameter are given
fitMcGBB | Fitting the McDonald Generalized Beta Binomial distribution when binomial random variable, frequency and shape parameters are given
fitMultiBin | Fitting the Multiplicative Binomial Distribution when binomial random variable, frequency, probability of success and theta parameter are given
fitTriBin | Fitting the Triangular Binomial Distribution when binomial random variable, frequency and mode value are given

## -- G --

GenerateBOD | Generate Overdispersed Binomial Outcome Data

## -- M --

Male_Children | Male children data
mazBETA | Beta Distribution
mazGAMMA | Gamma Distribution
mazGBeta1 | Generalized Beta Type-1 Distribution
mazGHGBeta | Gaussian Hypergeometric Generalized Beta Distribution
mazKUM | Kumaraswamy Distribution
mazTRI | Triangular Distribution Bounded Between [0,1]
mazUNI | Uniform Distribution Bounded Between [0,1]

## -- N --

NegLLAddBin | Negative Log Likelihood value of Additive Binomial distribution
NegLLBetaBin | Negative Log Likelihood value of Beta-Binomial Distribution
NegLLBetaCorrBin | Negative Log Likelihood value of Beta-Correlated Binomial distribution
NegLLCOMPBin | Negative Log Likelihood value of COM Poisson Binomial distribution
NegLLCorrBin | Negative Log Likelihood value of Correlated Binomial distribution
NegLLGammaBin | Negative Log Likelihood value of Gamma Binomial Distribution
NegLLGHGBB | Negative Log Likelihood value of Gaussian Hypergeometric Generalized Beta Binomial Distribution
NegLLGrassiaIIBin | Negative Log Likelihood value of Grassia II Binomial Distribution
NegLLKumBin | Negative Log Likelihood value of Kumaraswamy Binomial Distribution
NegLLLMBin | Negative Log Likelihood value of Lovinson Multiplicative Binomial distribution
NegLLMcGBB | Negative Log Likelihood value of McDonald Generalized Beta Binomial Distribution
NegLLMultiBin | Negative Log Likelihood value of Multiplicative Binomial distribution
NegLLTriBin | Negative Log Likelihood value of Triangular Binomial Distribution

## -- O --

Overdispersion | Overdispersion

## -- P --

pAddBin | Additive Binomial Distribution
pBETA | Beta Distribution
pBetaBin | Beta-Binomial Distribution
pBetaCorrBin | Beta-Correlated Binomial Distribution
pCOMPBin | COM Poisson Binomial Distribution
pCorrBin | Correlated Binomial Distribution
pGAMMA | Gamma Distribution
pGammaBin | Gamma Binomial Distribution
pGBeta1 | Generalized Beta Type-1 Distribution
pGHGBB | Gaussian Hypergeometric Generalized Beta Binomial Distribution
pGHGBeta | Gaussian Hypergeometric Generalized Beta Distribution
pGrassiaIIBin | Grassia-II-Binomial Distribution
pKUM | Kumaraswamy Distribution
pKumBin | Kumaraswamy Binomial Distribution
Plant_DiseaseData | Plant Disease Incidence data
pLMBin | Lovinson Multiplicative Binomial Distribution
pMcGBB | McDonald Generalized Beta Binomial Distribution
pMultiBin | Multiplicative Binomial Distribution
pTRI | Triangular Distribution Bounded Between [0,1]
pTriBin | Triangular Binomial Distribution
pUNI | Uniform Distribution Bounded Between [0,1]
pUniBin | Uniform Binomial Distribution

## -- T --

Terror_data_ARG | Terror Data ARG
Terror_data_USA | Terror Data USA