MLEce
Asymptotic Efficient Closed-Form Estimators for Multivariate Distributions
Asymptotic efficient closed-form estimators (MLEces) are provided in this package for three multivariate distributions(gamma, Weibull and Dirichlet) whose maximum likelihood estimators (MLEs) are not in closed forms. Closed-form estimators are strong consistent, and have the similar asymptotic normal distribution like MLEs. But the calculation of MLEces are much faster than the corresponding MLEs. Further details and explanations of MLEces can be found in. Jang, et al. (2023)
- Version2.1.0
- R version≥ 4.2.0
- LicenseGPL-2
- Needs compilation?No
- Last release09/27/2023
Team
Jun Zhao
Yu-Kwang Kim
Show author detailsRolesAuthorYu-Hyeong Jang
Show author detailsRolesAuthorJae Ho Chang
Show author detailsRolesAuthorSang Kyu Lee
Show author detailsRolesAuthorHyoung-Moon Kim
Show author detailsRolesAuthor, Thesis advisor
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- Depends1 package
- Imports6 packages