Package: MLE 1.3

Michail Tsagris

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 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>.

Authors:Michail Tsagris [aut, cre], Sofia Piperaki [aut], Muhammad Imran [ctb]

MLE_1.3.tar.gz
MLE_1.3.tar.gz(r-4.5-noble)MLE_1.3.tar.gz(r-4.4-noble)
MLE_1.3.tgz(r-4.4-emscripten)MLE_1.3.tgz(r-4.3-emscripten)
MLE.pdf |MLE.html✨
MLE/json (API)

# Install 'MLE' in R:

install.packages('MLE', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 2 scripts 524 downloads 21 exports 127 dependencies

Last updated 9 days agofrom:cd5958155d. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 16 2024
R-4.5-linux	OK	Dec 16 2024

Exports:bell.mle cens.mle circ.mle colcens.mle colcirc.mle coldisc.mle colordinal.mle colpositive.mle colprop.mle colreal.mle comp.mle disc.mle hspher.mle matrix.mle mv.mle mvdisc.mle ordinal.mle positive.mle prop.mle real.mle truncmle

Dependencies:AdequacyModel askpass base64enc BGFD BH bigassertr bigparallelr bigstatsr bit bivpois boot bslib cachem CCd class classInt cli cluster codetools colorspace COMPoissonReg Compositional corpcor cowplot curl DBI digest Directional doParallel e1071 emplik energy evaluate fansi farver fastmap ff flock fontawesome foreach fs geppe ggplot2 glmnet glue gp gsl gtable highr htmltools htmlwidgets httr isoband iterators jquerylib jsonlite KernSmooth knitr labeling lattice lifecycle magrittr MASS Matrix MatrixModels mda memoise mgcv mime minpack.lm mixture MN mnormt munsell mvtnorm nlme nnet numDeriv openssl parallelly pillar pkgconfig proxy ps quadprog quantreg R6 rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen RcppGSL RcppParallel RcppZiggurat Rfast Rfast2 rgl RhpcBLASctl rlang rmarkdown rmio Rnanoflann rnaturalearth RNGforGPD RSpectra s2 sass scales sf shape skellam sn SparseM survival sys terra tibble tinytex units utf8 vctrs viridisLite withr wk xfun yaml

Help page	Topics
Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions	MLE-package
Column-wise MLE of continuous univariate distributions defined on the positive line	colpositive.mle
Column-wise MLE of continuous univariate distributions defined on the real line	colreal.mle
Column-wise MLE of distributions defined in the (0, 1) interval	colprop.mle
Column-wise MLE of some censored models	colcens.mle
Column-wise MLE of some circular distributions	colcirc.mle
Column-wise MLE of some discrete distributions	coldisc.mle
Column-wise MLE of the ordinal model without covariates	colordinal.mle
MLE for multivariate discrete data	mvdisc.mle
MLE of (hyper-)spherical distributions	hspher.mle
MLE of Bell type (univariate continuous) distributions	bell.mle
MLE of continuous univariate distributions defined on the positive line	positive.mle
MLE of continuous univariate distributions defined on the real line	real.mle
MLE of count data	disc.mle
MLE of distributions defined in the (0, 1) interval	prop.mle
MLE of distributions for compositional data	comp.mle
MLE of some censored models	cens.mle
MLE of some circular distributions	circ.mle
MLE of some continuous multivariate distributions	mv.mle
MLE of some matrix distributions	matrix.mle
MLE of some truncated distributions	truncmle
MLE of the ordinal model without covariates	ordinal.mle

Package: MLE 1.3

MLE: Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions

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