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MLE (version 1.5)

Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions

Description

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" , Johnson, Norman L. Kemp, Adrianne W. Kotz, Samuel (2005). "Univariate Discrete Distributions". and Mardia, K. V. and Jupp, P. E. (2000). "Directional Statistics". .

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Version

Install

install.packages('MLE')

Monthly Downloads

394

Version

1.5

License

GPL (>= 2)

Maintainer

Michail Tsagris

Last Published

April 3rd, 2025

Functions in MLE (1.5)

MLE of continuous univariate distributions defined on the positive line

MLE of continuous univariate distributions defined on the positive line
MLE of count data (univariate discrete distributions)

MLE of count data
MLE of some matrix distributions

MLE of some matrix distributions
MLE of distributions defined in the (0, 1) interval

MLE of distributions defined in the (0, 1) interval
MLE of distributions for compositional data

MLE of distributions for compositional data
MLE of some continuous multivariate distributions

MLE of some continuous multivariate distributions
MLE for multivariate discrete data

MLE for multivariate discrete data
MLE of (hyper-)spherical distributions

MLE of (hyper-)spherical distributions
Column-wise MLE of continuous univariate distributions defined on the real line

Column-wise MLE of continuous univariate distributions defined on the real line
MLE of the ordinal model without covariates

MLE of the ordinal model without covariates
MLE of some truncated distributions

MLE of some truncated distributions
MLE of continuous univariate distributions defined on the real line

MLE of continuous univariate distributions defined on the real line
Column-wise MLE of some discrete distributions

Column-wise MLE of some discrete distributions
MLE of Bell type (univariate continuous) distributions

MLE of Bell type (univariate continuous) distributions
MLE-package

Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions
MLE of some censored models

MLE of some censored models
MLE of some circular distributions

MLE of some circular distributions
Column-wise MLE of some censored models

Column-wise MLE of some censored models
Column-wise MLE of some circular distributions

Column-wise MLE of some circular distributions
Column-wise MLE of continuous univariate distributions defined on the positive line

Column-wise MLE of continuous univariate distributions defined on the positive line
Column-wise MLE of the ordinal model without covariates

Column-wise MLE of the ordinal model without covariates
Column-wise MLE of distributions defined in the (0, 1) interval

Column-wise MLE of distributions defined in the (0, 1) interval