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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