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Several functions for maximum likelihood estimation of various univariate and multivariate distributions. The list includes more than 100 functions for 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: | 1.3 |
| Depends: | R (≥ 4.0) |
| Imports: | BGFD, bivpois, CCd, COMPoissonReg, Compositional, Directional, geppe, gp, MN, Rfast, Rfast2, skellam |
| Suggests: | mvcauchy |
| Published: | 2024-12-16 |
| 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 |
| Reference manual: | MLE.pdf |
| Package source: | MLE_1.3.tar.gz |
| Windows binaries: | r-devel: MLE_1.3.zip, r-release: MLE_1.3.zip, r-oldrel: MLE_1.3.zip |
| macOS binaries: | r-release (arm64): MLE_1.3.tgz, r-oldrel (arm64): MLE_1.3.tgz, r-release (x86_64): MLE_1.3.tgz, r-oldrel (x86_64): MLE_1.3.tgz |
| Old sources: | MLE archive |
Please use the canonical form https://CRAN.R-project.org/package=MLE to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.