MLE: Maximum Likelihood Estimation of Various Univariate and
Multivariate Distributions
Several functions for maximum likelihood estimation of various univariate and multivariate distributions. The list includes more than 100 univariate continuous and discrete distributions, distributions that lie on the real line, the positive line, interval restricted, circular distributions. Further, multivariate continuous and discrete distributions, distributions for compositional and directional data, etc. Some references include Johnson N. L., Kotz S. and Balakrishnan N. (1994). "Continuous Univariate Distributions, Volume 1" <ISBN:978-0-471-58495-7>, Johnson, Norman L. Kemp, Adrianne W. Kotz, Samuel (2005). "Univariate Discrete Distributions". <ISBN:978-0-471-71580-1> and Mardia, K. V. and Jupp, P. E. (2000). "Directional Statistics". <ISBN:978-0-471-95333-3>.
| Version: |
1.1 |
| Depends: |
R (≥ 4.0) |
| Imports: |
BGFD, bivpois, Compositional, Directional, geppe, gp, MN, Rfast, Rfast2, skellam |
| Suggests: |
mvcauchy |
| Published: |
2024-09-10 |
| DOI: |
10.32614/CRAN.package.MLE |
| Author: |
Michail Tsagris [aut, cre],
Sofia Piperaki [aut],
Muhammad Imran [ctb] |
| Maintainer: |
Michail Tsagris <mtsagris at uoc.gr> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| In views: |
Distributions |
| CRAN checks: |
MLE results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=MLE
to link to this page.