algebraic.mle: Algebraic Maximum Likelihood Estimators
Defines an algebra over maximum likelihood estimators (MLEs) by providing operators that are closed over MLEs, along with various statistical functions for inference. For background on maximum likelihood estimation, see Casella and Berger (2002, ISBN:978-0534243128). For the delta method and variance estimation, see Lehmann and Casella (1998, ISBN:978-0387985022).
| Version: | 0.9.0 |
| Imports: | algebraic.dist, stats, boot, mvtnorm, MASS, numDeriv |
| Suggests: | rmarkdown, dplyr, knitr, ggplot2, tibble, CDFt |
| Published: | 2026-01-09 |
| DOI: | 10.32614/CRAN.package.algebraic.mle |
| Author: | Alexander Towell 
[aut, cre] |
| Maintainer: | Alexander Towell <lex at metafunctor.com> |
| BugReports: | https://github.com/queelius/algebraic.mle/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/queelius/algebraic.mle, https://queelius.github.io/algebraic.mle/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | algebraic.mle results |
Documentation:
| Reference manual: | algebraic.mle.html , algebraic.mle.pdf |
| Vignettes: |
Dynamic failure rate model (source, R code) Fitting Common Distributions to a DGP (source, R code) Statistics and characteristics of the MLE (source, R code) |
Downloads:
| Package source: | algebraic.mle_0.9.0.tar.gz |
| Windows binaries: | r-devel: algebraic.mle_0.9.0.zip, r-release: algebraic.mle_0.9.0.zip, r-oldrel: algebraic.mle_0.9.0.zip |
| macOS binaries: | r-release (arm64): algebraic.mle_0.9.0.tgz, r-oldrel (arm64): algebraic.mle_0.9.0.tgz, r-release (x86_64): algebraic.mle_0.9.0.tgz, r-oldrel (x86_64): algebraic.mle_0.9.0.tgz |
Reverse dependencies:
| Reverse depends: | compositional.mle |
| Reverse imports: | likelihood.model |
| Reverse suggests: | maskedcauses |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=algebraic.mle to link to this page.