Package: MLE 1.7

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], Rafail Vargiakakis [aut], Nikolaos Kontemeniotis [aut]

MLE_1.7.tar.gz
MLE_1.7.tar.gz(r-4.7-any)MLE_1.7.tar.gz(r-4.6-any)
MLE_1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MLE/json (API)

# Install 'MLE' in R:

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

On CRAN:

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

1.30 score 2 scripts 573 downloads 21 exports 123 dependencies

Last updated from:b9fada6b83. Checks:4 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	237
source / vignettes	OK	253
linux-release-x86_64	OK	196
wasm-release	OK	200

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 bslib cachem CCd class classInt cli cluster codetools COMPoissonReg Compositional corpcor cowplot cpp11 curl DBI digest Directional doParallel e1071 emplik evaluate farver fastmap ff flock foldedt fontawesome foreach fs geppe ggplot2 glmnet glue gp gtable highr htmltools htmlwidgets httr isoband iterators jquerylib jsonlite KernSmooth knitr labeling lattice lifecycle magrittr MASS Matrix MatrixModels mda memoise mime minpack.lm mixture MN mnormt mvtnorm nnet numDeriv openssl osqp parallelly pillar pkgconfig proxy ps quadprog quantreg R6 rangen rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen RcppGSL RcppParallel Rfast Rfast2 rgl RhpcBLASctl rlang rmarkdown rmio Rnanoflann rnaturalearth RNGforGPD RSpectra s2 S7 sass scales sf shape sn SparseM survival sys terra tibble tinytex units utf8 vctrs viridisLite withr wk xfun yaml zigg

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 1.7

MLE: Maximum Likelihood Estimation of Various Univariate and Multivariate Distributions

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Help Manual

Usage by other packages (reverse dependencies)