Functions for Maximum Likelihood (ML) estimation, non-linear optimization, and related tools. It includes a unified way to call different optimizers, and classes and methods to handle the results from the Maximum Likelihood viewpoint. It also includes a number of convenience tools for testing and developing your own models.
| Version: | 1.5-2.1 |
| Depends: | R (≥ 2.4.0), miscTools (≥ 0.6-8), methods |
| Imports: | sandwich, generics |
| Suggests: | MASS, clue, dlm, plot3D, tibble, tinytest |
| Published: | 2024-03-24 |
| DOI: | 10.32614/CRAN.package.maxLik |
| Author: | Ott Toomet [aut, cre], Arne Henningsen [aut], Spencer Graves [ctb], Yves Croissant [ctb], David Hugh-Jones [ctb], Luca Scrucca [ctb] |
| Maintainer: | Ott Toomet <otoomet at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | maxLik citation info |
| Materials: | NEWS |
| In views: | Optimization |
| CRAN checks: | maxLik results |
| Reference manual: | maxLik.pdf |
| Vignettes: |
Introduction: what is maximum likelihood SGA introduction: the basic usage of maxSGA Maximum likelihood estimation with maxLik |
| Package source: | maxLik_1.5-2.1.tar.gz |
| Windows binaries: | r-devel: maxLik_1.5-2.1.zip, r-release: maxLik_1.5-2.1.zip, r-oldrel: maxLik_1.5-2.1.zip |
| macOS binaries: | r-release (arm64): maxLik_1.5-2.1.tgz, r-oldrel (arm64): maxLik_1.5-2.1.tgz, r-release (x86_64): maxLik_1.5-2.1.tgz, r-oldrel (x86_64): maxLik_1.5-2.1.tgz |
| Old sources: | maxLik archive |
| Reverse depends: | censReg, gmnl, hermite, lmmot, mlogitBMA, mvProbit, oglmx, pglm, PrevMap, Rchoice, rumidas, sampleSelection, ssfa, truncreg |
| Reverse imports: | afdx, AGPRIS, apollo, autostsm, biodosetools, BLOQ, countDM, dccmidas, DEsingle, DirichletReg, DWreg, emhawkes, endogeneity, endoSwitch, fastR2, fitteR, GenMarkov, heckmanGE, lboxcox, metaSDTreg, mfGARCH, mhurdle, mixl, nhm, nonprobsvy, ohenery, OPSR, paramlink, plm, predkmeans, rDEA, RiskMap, sensmediation, sfaR, sigInt, spldv, splm, Surrogate, SurvMA, ui |
| Reverse suggests: | cmtest, coefplot, CollocInfer, FuzzyClass, kalmanfilter, kimfilter, micEconCES, ssmodels, surveillance, urbin |
| Reverse enhances: | texreg |
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