Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions
MLE of Bell type (univariate continuous) distributions
MLE of some censored models
MLE of some circular distributions
Column-wise MLE of some censored models
Column-wise MLE of some circular distributions
Column-wise MLE of some discrete distributions
Column-wise MLE of the ordinal model without covariates
Column-wise MLE of continuous univariate distributions defined on the ...
Column-wise MLE of distributions defined in the (0, 1) interval
Column-wise MLE of continuous univariate distributions defined on the ...
MLE of distributions for compositional data
MLE of count data
MLE of (hyper-)spherical distributions
MLE of some matrix distributions
Maximum Likelihood Estimation of Various Univariate and Multivariate D...
MLE of some continuous multivariate distributions
MLE for multivariate discrete data
MLE of the ordinal model without covariates
MLE of continuous univariate distributions defined on the positive lin...
MLE of distributions defined in the (0, 1) interval
MLE of continuous univariate distributions defined on the real line
MLE of some truncated 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>.