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fitODBOD (version 1.4.1-1)

Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD

Description

Contains Probability Mass Functions, Cumulative Mass Functions, Negative Log Likelihood value, parameter estimation and modeling data using Binomial Mixture Distributions (BMD) (Manoj et al (2013) ) and Alternate Binomial Distributions (ABD) (Paul (1985) ), also Journal article to use the package().

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install.packages('fitODBOD')

Monthly Downloads

554

Version

1.4.1-1

License

GPL-2

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Maintainer

Amalan Mahendran

Last Published

January 16th, 2020

Functions in fitODBOD (1.4.1-1)

EstMLEMcGBB

Estimating the shape parameters a,b and c for McDonald Generalized Beta Binomial distribution
EstMLETriBin

Estimating the mode value for Triangular Binomial Distribution
Exam_data

Exam Data
EstMLEGammaBin

Estimating the shape parameters c and l for Gamma Binomial distribution
EstMLEGrassiaIIBin

Estimating the shape parameters a and b for Grassia II Binomial distribution
NegLLGrassiaIIBin

Negative Log Likelihood value of Grassia II Binomial Distribution
EstMLEMultiBin

Estimating the probability of success and theta for Multiplicative Binomial Distribution
NegLLKumBin

Negative Log Likelihood value of Kumaraswamy Binomial Distribution
EstMLECorrBin

Estimating the probability of success and correlation for Correlated Binomial Distribution
EstMLEGHGBB

Estimating the shape parameters a,b and c for Gaussian Hypergeometric Generalized Beta Binomial Distribution
Course_data

Course Data
NegLLGHGBB

Negative Log Likelihood value of Gaussian Hypergeometric Generalized Beta Binomial Distribution
EstMLELMBin

Estimating the probability of success and theta for Lovinson Multiplicative Binomial Distribution
EstMLEKumBin

Estimating the shape parameters a and b and iterations for Kumaraswamy Binomial Distribution
NegLLBetaBin

Negative Log Likelihood value of Beta-Binomial Distribution
NegLLGammaBin

Negative Log Likelihood value of Gamma Binomial Distribution
Overdispersion

Overdispersion
dAddBin

Additive Binomial Distribution
NegLLMcGBB

Negative Log Likelihood value of McDonald Generalized Beta Binomial Distribution
dKUM

Kumaraswamy Distribution
NegLLLMBin

Negative Log Likelihood value of Lovinson Multiplicative Binomial distribution
dGHGBB

Gaussian Hypergeometric Generalized Beta Binomial Distribution
dGHGBeta

Gaussian Hypergeometric Generalized Beta Distribution
NegLLBetaCorrBin

Negative Log Likelihood value of Beta-Correlated Binomial distribution
dBETA

Beta Distribution
dKumBin

Kumaraswamy Binomial Distribution
fitLMBin

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

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

Correlated Binomial Distribution
fitAddBin

Fitting the Additive Binomial Distribution when binomial random variable, frequency, probability of success and alpha are given
Plant_DiseaseData

Plant Disease Incidence data
dUniBin

Uniform Binomial Distribution
dCOMPBin

COM Poisson Binomial Distribution
fitBin

Fitting the Binomial Distribution when binomial random variable, frequency and probability value are given
Male_Children

Male children data
fitCOMPBin

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

Beta-Correlated Binomial Distribution
NegLLCorrBin

Negative Log Likelihood value of Correlated Binomial distribution
NegLLTriBin

Negative Log Likelihood value of Triangular Binomial Distribution
dUNI

Uniform Distribution Bounded Between [0,1]
NegLLCOMPBin

Negative Log Likelihood value of COM Poisson Binomial distribution
NegLLMultiBin

Negative Log Likelihood value of Multiplicative Binomial distribution
dTriBin

Triangular Binomial Distribution
dBetaBin

Beta-Binomial Distribution
NegLLAddBin

Negative Log Likelihood value of Additive Binomial distribution
dGammaBin

Gamma Binomial Distribution
Terror_data_ARG

Terror Data ARG
mazBETA

Beta Distribution
fitTriBin

Fitting the Triangular Binomial Distribution when binomial random variable, frequency and mode value are given
dMcGBB

McDonald Generalized Beta Binomial Distribution
fitGrassiaIIBin

Fitting the Grassia II Binomial distribution when binomial random variable, frequency and shape parameters are given
dGrassiaIIBin

Grassia-II-Binomial Distribution
mazGHGBeta

Gaussian Hypergeometric Generalized Beta Distribution
fitGammaBin

Fitting the Gamma Binomial distribution when binomial random variable, frequency and shape parameters are given
dLMBin

Lovinson Multiplicative Binomial Distribution
Terror_data_USA

Terror Data USA
mazKUM

Kumaraswamy Distribution
pGHGBB

Gaussian Hypergeometric Generalized Beta Binomial Distribution
mazTRI

Triangular Distribution Bounded Between [0,1]
pBetaBin

Beta-Binomial Distribution
pKumBin

Kumaraswamy Binomial Distribution
pAddBin

Additive Binomial Distribution
pKUM

Kumaraswamy Distribution
mazGAMMA

Gamma Distribution
mazUNI

Uniform Distribution Bounded Between [0,1]
fitBetaBin

Fitting the Beta-Binomial Distribution when binomial random variable, frequency and shape parameters a and b are given
dGAMMA

Gamma Distribution
fitBetaCorrBin

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

Beta Distribution
dGBeta1

Generalized Beta Type-1 Distribution
mazGBeta1

Generalized Beta Type-1 Distribution
pLMBin

Lovinson Multiplicative Binomial Distribution
pBetaCorrBin

Beta-Correlated Binomial Distribution
pMcGBB

McDonald Generalized Beta Binomial Distribution
pGammaBin

Gamma Binomial Distribution
pUniBin

Uniform Binomial Distribution
pGrassiaIIBin

Grassia-II-Binomial Distribution
pGHGBeta

Gaussian Hypergeometric Generalized Beta Distribution
pGBeta1

Generalized Beta Type-1 Distribution
pMultiBin

Multiplicative Binomial Distribution
pGAMMA

Gamma Distribution
dMultiBin

Multiplicative Binomial Distribution
dTRI

Triangular Distribution Bounded Between [0,1]
fitCorrBin

Fitting the Correlated Binomial Distribution when binomial random variable, frequency, probability of success and covariance 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
pCOMPBin

COM Poisson Binomial Distribution
fitMultiBin

Fitting the 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
pTRI

Triangular Distribution Bounded Between [0,1]
pTriBin

Triangular Binomial Distribution
pUNI

Uniform Distribution Bounded Between [0,1]
pCorrBin

Correlated Binomial Distribution
Alcohol_data

Alcohol data
EstMLEBetaBin

Estimating the shape parameters a and b for Beta-Binomial Distribution
EstMLEAddBin

Estimating the probability of success and alpha for Additive Binomial Distribution
EstMLECOMPBin

Estimating the probability of success and v parameter for COM Poisson Binomial Distribution
EstMLEBetaCorrBin

Estimating the covariance, alpha and beta parameter values for Beta-Correlated Binomial Distribution
Epidemic_Cold

Family Epidemics
BODextract

Binomial Data Extraction from Raw data
Chromosome_data

Chromosome Data
EstMGFBetaBin

Estimating the shape parameters a and b for Beta-Binomial Distribution