Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD


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Documentation for package ‘fitODBOD’ version 1.1.0

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Alcohol_data Alcohol data
BODextract Binomial Data Extraction from Raw data
Chromosome_data Chromosome Data
Course_data Course Data
dAddBin Additive Binomial Distribution
dBETA Beta Distribution
dBetaBin Beta-Binomial Distribution
dCorrBin Correlated Binomial Distribution
dGBeta1 Generalized Beta Type-1 Distribution
dGHGBB Gaussian Hypergeometric Generalized Beta Binomial Distribution
dGHGBeta Gaussian Hypergeometric Generalized Beta Distribution
dKUM Kumaraswamy Distribution
dKumBin Kumaraswamy 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
EstMGFBetaBin Estimating the shape parameters a and b for Beta-Binomial Distributon
EstMLEAddBin Estimating the probability of success and alpha for Additive Binomial Distributon
EstMLEBetaBin Estimating the shape parameters a and b for Beta-Binomial Distributon
EstMLECorrBin Estimating the probability of success and correlation for Correlated Binomial Distributon
EstMLEGHGBB Estimating the shape parameters a,b and c for Gaussian Hypergeometric Generalized Beta Binomial Distributon
EstMLEKumBin Estimating the shape parameters a and b and iterations for Kumaraswamy Binomial Distributon
EstMLEMcGBB Estimating the shape parameters a,b and c for McDonald Generalized Beta Binomial distributon
EstMLEMultiBin Estimating the probability of success and theta for Multiplicative Binomial Distributon
EstMLETriBin Estimating the mode value for Triangular Binomial Distributon
Exam_data Exam Data
fitAddBin Fitting the Additive Binomial Distributon when binomial random variable, frequency, probability of success and alpha are given
fitBetaBin Fitting the Beta-Binomial Distributon when binomial random variable, frequency and shape parameters a and b are given
fitBin Fitting the Binomial Distributon when binomial random variable, frequency and probability value are given
fitCorrBin Fitting the Correlated Binomial Distributon when binomial random variable, frequency, probability of success and covariance are given
fitGHGBB Fitting the Gaussian Hypergeometric Generalized Beta Binomial Distributon when binomial random variable, frequency and shape parameters a,b and c are given
fitKumBin Fitting the Kumaraswamy Binomial Distributon when binomial random variable, frequency and shape parameters 'a' and 'b', iterations parameter 'it' are given
fitMcGBB Fitting the McDonald Generalized beta binomial distributon when binomial random variable, frequency and shape parameters are given
fitMultiBin Fitting the Multiplicative Binomial Distributon when binomial random variable, frequency, probability of success and theta parameter are given
fitTriBin Fitting the Triangular Binomial Distributon when binomial random variable, frequency and mode value are given
mazBETA Beta 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]
NegLLAddBin Negative Log Likelihood value of Additive Binomial distribution
NegLLBetaBin Negative Log Likelihood value of Beta-Binomial Distribution
NegLLCorrBin Negative Log Likelihood value of Correlated Binomial distribution
NegLLGHGBB Negative Log Likelihood value of Gaussian Hypergeometric Generalized Beta Binomial Distribution
NegLLKumBin Negative Log Likelihood value of Kumaraswamy 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
pAddBin Additive Binomial Distribution
pBETA Beta Distribution
pBetaBin Beta-Binomial Distribution
pCorrBin Correlated Binomial Distribution
pGBeta1 Generalized Beta Type-1 Distribution
pGHGBB Gaussian Hypergeometric Generalized Beta Binomial Distribution
pGHGBeta Gaussian Hypergeometric Generalized Beta Distribution
pKUM Kumaraswamy Distribution
pKumBin Kumaraswamy Binomial Distribution
Plant_DiseaseData Plant Disease Incidence data
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
Terror_data_ARG Terror Data ARG
Terror_data_USA Terror Data USA