MLE: Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions

Maximum likelihood estimation of various univariate and multivariate distributions. The list includes 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:	1.0
Depends:	R (≥ 4.0)
Imports:	BGFD, bivpois, Compositional, Directional, geppe, gp, MN, Rfast, Rfast2, skellam
Suggests:	mvcauchy
Published:	2024-07-21
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
CRAN checks:	MLE results

Documentation:

Reference manual:

MLE.pdf

Downloads:

Package source:	MLE_1.0.tar.gz
Windows binaries:	r-devel: MLE_1.0.zip, r-release: MLE_1.0.zip, r-oldrel: MLE_1.0.zip
macOS binaries:	r-release (arm64): MLE_1.0.tgz, r-oldrel (arm64): MLE_1.0.tgz, r-release (x86_64): MLE_1.0.tgz, r-oldrel (x86_64): MLE_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MLE to link to this page.