fitODBOD v1.4.1-1
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Modeling Over Dispersed Binomial Outcome Data Using BMD and ABD
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>).
Functions in fitODBOD
| Name | Description | |
| 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 | |
| No Results! | ||
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Details
| Type | Package |
| URL | https://github.com/Amalan-ConStat/R-fitODBOD,https://amalan-constat.github.io/R-fitODBOD/index.html |
| BugReports | https://github.com/Amalan-ConStat/R-fitODBOD/issues |
| License | GPL-2 |
| LazyData | TRUE |
| RoxygenNote | 7.0.2 |
| Encoding | UTF-8 |
| Language | en-US |
| NeedsCompilation | no |
| Packaged | 2020-01-14 17:06:37 UTC; m.amalan |
| Repository | CRAN |
| Date/Publication | 2020-01-16 13:20:19 UTC |
| imports | bbmle , hypergeo , stats |
| suggests | covr , devtools , knitr , testthat |
| depends | R (>= 3.5.0) |
| Contributors | Pushpakanthie Wijekoon |
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