Function reference • fitODBOD

Data

Binomial Outcome Data

Alcohol_data: Alcohol data

Chromosome_data: Chromosome Data

Course_data: Course Data

Exam_data: Exam Data

Male_Children: Male children data

Plant_DiseaseData: Plant Disease Incidence data

Terror_data_ARG: Terror Data ARG

Terror_data_USA: Terror Data USA

Epidemic_Cold: Family Epidemics

Check for Over-dispersion

Prepare BOD for Analysis

fitBin(): Fitting the Binomial Distribution when binomial random variable, frequency and probability value are given

BODextract(): Binomial Data Extraction from Raw data

Overdispersion(): Overdispersion

GenerateBOD(): Generate Overdispersed Binomial Outcome Data

Uniform Distribution

Unit Bounded Uniform Distribution

dUNI(): Uniform Distribution Bounded Between [0,1]

pUNI(): Uniform Distribution Bounded Between [0,1]

mazUNI(): Uniform Distribution Bounded Between [0,1]

Triangular Distribution

Unit Bounded Triangular Distribution

dTRI(): Triangular Distribution Bounded Between [0,1]

pTRI(): Triangular Distribution Bounded Between [0,1]

mazTRI(): Triangular Distribution Bounded Between [0,1]

Beta Distribution

Unit Bounded Beta Distribution

dBETA(): Beta Distribution

pBETA(): Beta Distribution

mazBETA(): Beta Distribution

Kumaraswamy Distribution

Unit Bounded Kumaraswamy Distribution

dKUM(): Kumaraswamy Distribution

pKUM(): Kumaraswamy Distribution

mazKUM(): Kumaraswamy Distribution

Gaussian Hypergeometric Generalized Beta Distribution

Unit Bounded Gaussian Hypergeometric Generalized Beta Distribution

dGHGBeta(): Gaussian Hypergeometric Generalized Beta Distribution

pGHGBeta(): Gaussian Hypergeometric Generalized Beta Distribution

mazGHGBeta(): Gaussian Hypergeometric Generalized Beta Distribution

Generalized Beta Distribution Type1

Unit Bounded Generalized Beta Distribution Type1

dGBeta1(): Generalized Beta Type-1 Distribution

pGBeta1(): Generalized Beta Type-1 Distribution

mazGBeta1(): Generalized Beta Type-1 Distribution

Gamma Distribution

Unit Bounded Gamma Distribution

dGAMMA(): Gamma Distribution

pGAMMA(): Gamma Distribution

mazGAMMA(): Gamma Distribution

Uniform Binomial Distribution

Binomial Mixture Distribution

dUniBin(): Uniform Binomial Distribution

pUniBin(): Uniform Binomial Distribution

Triangular Binomial Distribution

Binomial Mixture Distribution

dTriBin(): Triangular Binomial Distribution

pTriBin(): Triangular Binomial Distribution

NegLLTriBin(): Negative Log Likelihood value of Triangular Binomial Distribution

EstMLETriBin(): Estimating the mode value for Triangular Binomial Distribution

fitTriBin(): Fitting the Triangular Binomial Distribution when binomial random variable, frequency and mode value are given

Beta-Binomial Distribution

Binomial Mixture Distribution

dBetaBin(): Beta-Binomial Distribution

pBetaBin(): Beta-Binomial Distribution

NegLLBetaBin(): Negative Log Likelihood value of Beta-Binomial Distribution

EstMLEBetaBin(): Estimating the shape parameters a and b for Beta-Binomial Distribution

EstMGFBetaBin(): Estimating the shape parameters a and b for Beta-Binomial Distribution

fitBetaBin(): Fitting the Beta-Binomial Distribution when binomial random variable, frequency and shape parameters a and b are given

Kumaraswamy Binomial Distribution

Binomial Mixture Distribution

dKumBin(): Kumaraswamy Binomial Distribution

pKumBin(): Kumaraswamy Binomial Distribution

NegLLKumBin(): Negative Log Likelihood value of Kumaraswamy Binomial Distribution

EstMLEKumBin(): Estimating the shape parameters a and b and iterations for Kumaraswamy Binomial Distribution

fitKumBin(): Fitting the Kumaraswamy Binomial Distribution when binomial random variable, frequency and shape parameters a and b, iterations parameter it are given

Gaussian Hypergeometric Generalized Beta-Binomial Distribution

Binomial Mixture Distribution

dGHGBB(): Gaussian Hypergeometric Generalized Beta Binomial Distribution

pGHGBB(): Gaussian Hypergeometric Generalized Beta Binomial Distribution

NegLLGHGBB(): Negative Log Likelihood value of Gaussian Hypergeometric Generalized Beta Binomial Distribution

EstMLEGHGBB(): Estimating the shape parameters a,b and c for Gaussian Hypergeometric Generalized Beta Binomial Distribution

fitGHGBB(): Fitting the Gaussian Hypergeometric Generalized Beta Binomial Distribution when binomial random variable, frequency and shape parameters a,b and c are given

McDonald Generalized Beta-Binomial Distribution

Binomial Mixture Distribution

dMcGBB(): McDonald Generalized Beta Binomial Distribution

pMcGBB(): McDonald Generalized Beta Binomial Distribution

NegLLMcGBB(): Negative Log Likelihood value of McDonald Generalized Beta Binomial Distribution

EstMLEMcGBB(): Estimating the shape parameters a,b and c for McDonald Generalized Beta Binomial distribution

fitMcGBB(): Fitting the McDonald Generalized Beta Binomial distribution when binomial random variable, frequency and shape parameters are given

Gamma Binomial Distribution

Binomial Mixture Distribution

dGammaBin(): Gamma Binomial Distribution

pGammaBin(): Gamma Binomial Distribution

NegLLGammaBin(): Negative Log Likelihood value of Gamma Binomial Distribution

EstMLEGammaBin(): Estimating the shape parameters c and l for Gamma Binomial distribution

fitGammaBin(): Fitting the Gamma Binomial distribution when binomial random variable, frequency and shape parameters are given

Grassia II Binomial Distribution

Binomial Mixture Distribution

dGrassiaIIBin(): Grassia-II-Binomial Distribution

pGrassiaIIBin(): Grassia-II-Binomial Distribution

NegLLGrassiaIIBin(): Negative Log Likelihood value of Grassia II Binomial Distribution

EstMLEGrassiaIIBin(): Estimating the shape parameters a and b for Grassia II Binomial distribution

fitGrassiaIIBin(): Fitting the Grassia II Binomial distribution when binomial random variable, frequency and shape parameters are given

Additive Binomial Distribution

Alternate Binomial Distribution

dAddBin(): Additive Binomial Distribution

pAddBin(): Additive Binomial Distribution

NegLLAddBin(): Negative Log Likelihood value of Additive Binomial distribution

EstMLEAddBin(): Estimating the probability of success and alpha for Additive Binomial Distribution

fitAddBin(): Fitting the Additive Binomial Distribution when binomial random variable, frequency, probability of success and alpha are given

Beta-Correlated Binomial Distribution

Alternate Binomial Distribution

dBetaCorrBin(): Beta-Correlated Binomial Distribution

pBetaCorrBin(): Beta-Correlated Binomial Distribution

NegLLBetaCorrBin(): Negative Log Likelihood value of Beta-Correlated Binomial distribution

EstMLEBetaCorrBin(): Estimating the covariance, alpha and beta parameter values for Beta-Correlated Binomial Distribution

fitBetaCorrBin(): Fitting the Beta-Correlated Binomial Distribution when binomial random variable, frequency, covariance, alpha and beta parameters are given

COM Poisson Binomial Distribution

Alternate Binomial Distribution

dCOMPBin(): COM Poisson Binomial Distribution

pCOMPBin(): COM Poisson Binomial Distribution

NegLLCOMPBin(): Negative Log Likelihood value of COM Poisson Binomial distribution

EstMLECOMPBin(): Estimating the probability of success and v parameter for COM Poisson Binomial Distribution

fitCOMPBin(): Fitting the COM Poisson Binomial Distribution when binomial random variable, frequency, probability of success and v parameter are given

Correlated Binomial Distribution

Alternate Binomial Distribution

dCorrBin(): Correlated Binomial Distribution

pCorrBin(): Correlated Binomial Distribution

NegLLCorrBin(): Negative Log Likelihood value of Correlated Binomial distribution

EstMLECorrBin(): Estimating the probability of success and correlation for Correlated Binomial Distribution

fitCorrBin(): Fitting the Correlated Binomial Distribution when binomial random variable, frequency, probability of success and covariance are given

Multiplicative Binomial Distribution

Alternate Binomial Distribution

dMultiBin(): Multiplicative Binomial Distribution

pMultiBin(): Multiplicative Binomial Distribution

NegLLMultiBin(): Negative Log Likelihood value of Multiplicative Binomial distribution

EstMLEMultiBin(): Estimating the probability of success and theta for Multiplicative Binomial Distribution

fitMultiBin(): Fitting the Multiplicative Binomial Distribution when binomial random variable, frequency, probability of success and theta parameter are given

Lovinson Multiplicative Binomial Distribution

Alternate Binomial Distribution

dLMBin(): Lovinson Multiplicative Binomial Distribution

pLMBin(): Lovinson Multiplicative Binomial Distribution

NegLLLMBin(): Negative Log Likelihood value of Lovinson Multiplicative Binomial distribution

EstMLELMBin(): Estimating the probability of success and theta for Lovinson Multiplicative Binomial Distribution

fitLMBin(): Fitting the Lovinson Multiplicative Binomial Distribution when binomial random variable, frequency, probability of success and theta parameter are given