Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD

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Documentation for package ‘fitODBOD’ version 1.5.1

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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