Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD
Binomial Data Extraction from Raw data
Negative Log Likelihood value of Gamma Binomial Distribution
Additive Binomial Distribution
Negative Log Likelihood value of Beta-Binomial Distribution
Negative Log Likelihood value of Beta-Correlated Binomial distribution
Negative Log Likelihood value of COM Poisson Binomial distribution
Negative Log Likelihood value of Correlated Binomial distribution
Gamma Distribution
Gamma Binomial Distribution
Kumaraswamy Distribution
Negative Log Likelihood value of Gaussian Hypergeometric Generalized B...
Negative Log Likelihood value of Grassia II Binomial Distribution
Negative Log Likelihood value of Kumaraswamy Binomial Distribution
Negative Log Likelihood value of Lovinson Multiplicative Binomial dist...
Negative Log Likelihood value of McDonald Generalized Beta Binomial Di...
Negative Log Likelihood value of Multiplicative Binomial distribution
Negative Log Likelihood value of Triangular Binomial Distribution
Overdispersion
Additive Binomial Distribution
Triangular Binomial Distribution
Uniform Distribution Bounded Between [0,1]
Uniform Binomial Distribution
Fitting the Gaussian Hypergeometric Generalized Beta Binomial Distribu...
Beta Distribution
Beta-Binomial Distribution
Beta-Correlated Binomial Distribution
COM Poisson Binomial Distribution
Uniform Distribution Bounded Between [0,1]
Correlated Binomial Distribution
Gamma Distribution
Gamma Binomial Distribution
Generalized Beta Type-1 Distribution
Gaussian Hypergeometric Generalized Beta Binomial Distribution
Gaussian Hypergeometric Generalized Beta Distribution
Grassia-II-Binomial Distribution
Kumaraswamy Distribution
Kumaraswamy Binomial Distribution
Lovinson Multiplicative Binomial Distribution
McDonald Generalized Beta Binomial Distribution
Multiplicative Binomial Distribution
Negative Log Likelihood value of Additive Binomial distribution
Triangular Distribution Bounded Between [0,1]
Triangular Binomial Distribution
Uniform Distribution Bounded Between [0,1]
Uniform Binomial Distribution
Estimating the shape parameters a and b for Beta-Binomial Distribution
Estimating the probability of success and alpha for Additive Binomial ...
Estimating the shape parameters a and b for Beta-Binomial Distribution
Estimating the covariance, alpha and beta parameter values for Beta-Co...
Estimating the probability of success and v parameter for COM Poisson ...
Estimating the probability of success and correlation for Correlated B...
Estimating the shape parameters c and l for Gamma Binomial distributio...
Estimating the shape parameters a,b and c for Gaussian Hypergeometric ...
Estimating the shape parameters a and b for Grassia II Binomial distri...
Estimating the shape parameters a and b and iterations for Kumaraswamy...
Estimating the probability of success and theta for Lovinson Multiplic...
Estimating the shape parameters a,b and c for McDonald Generalized Bet...
Estimating the probability of success and theta for Multiplicative Bin...
Estimating the mode value for Triangular Binomial Distribution
Fitting the Additive Binomial Distribution when binomial random variab...
Fitting the Beta-Binomial Distribution when binomial random variable, ...
Fitting the Beta-Correlated Binomial Distribution when binomial random...
Fitting the Binomial Distribution when binomial random variable, frequ...
Fitting the COM Poisson Binomial Distribution when binomial random var...
Fitting the Correlated Binomial Distribution when binomial random vari...
Fitting the Gamma Binomial distribution when binomial random variable,...
Fitting the Grassia II Binomial distribution when binomial random vari...
Fitting the Kumaraswamy Binomial Distribution when binomial random var...
Fitting the Lovinson Multiplicative Binomial Distribution when binomia...
Fitting the McDonald Generalized Beta Binomial distribution when binom...
Fitting the Multiplicative Binomial Distribution when binomial random ...
Fitting the Triangular Binomial Distribution when binomial random vari...
Generate Overdispersed Binomial Outcome Data
Beta Distribution
Gamma Distribution
Generalized Beta Type-1 Distribution
Gaussian Hypergeometric Generalized Beta Distribution
Kumaraswamy Distribution
Triangular Distribution Bounded Between [0,1]
Beta Distribution
Beta-Binomial Distribution
Beta-Correlated Binomial Distribution
COM Poisson Binomial Distribution
Correlated Binomial Distribution
Generalized Beta Type-1 Distribution
Gaussian Hypergeometric Generalized Beta Binomial Distribution
Gaussian Hypergeometric Generalized Beta Distribution
Grassia-II-Binomial Distribution
Kumaraswamy Binomial Distribution
Lovinson Multiplicative Binomial Distribution
McDonald Generalized Beta Binomial Distribution
Multiplicative Binomial Distribution
Triangular Distribution Bounded Between [0,1]
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) <doi:10.5539/ijsp.v2n2p24>) and Alternate Binomial Distributions (ABD) (Paul (1985) <doi:10.1080/03610928508828990>), also Journal article to use the package(<doi:10.21105/joss.01505>).
Useful links