capybara: Fast and Memory Efficient Fitting of Linear Models with High-Dimensional Fixed Effects
Fast and user-friendly estimation of generalized linear models with multiple fixed effects and cluster the standard errors. The method to obtain the estimated fixed-effects coefficients is based on Stammann (2018) <doi:10.48550/arXiv.1707.01815>, Gaure (2013) <doi:10.1016/j.csda.2013.03.024>, Berge (2018) <https://ideas.repec.org/p/luc/wpaper/18-13.html>, and Correia et al. (2020) <doi:10.1177/1536867X20909691>.
| Version: | 1.8.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | data.table, Formula, generics, ggplot2, kendallknight, MASS, stats |
| LinkingTo: | cpp11, cpp11armadillo |
| Suggests: | broom, knitr, rmarkdown, testthat (≥ 3.0.0), units |
| Published: | 2025-08-27 |
| DOI: | 10.32614/CRAN.package.capybara |
| Author: | Mauricio Vargas Sepulveda
 [aut, cre],
Yoto Yotov [ctb] |
| Maintainer: | Mauricio Vargas Sepulveda <m.vargas.sepulveda at gmail.com> |
| BugReports: | https://github.com/pachadotdev/capybara/issues |
| License: | Apache License (≥ 2) |
| URL: | https://pacha.dev/capybara/, https://github.com/pachadotdev/capybara |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | capybara results |
Documentation:
| Reference manual: | capybara.html , capybara.pdf |
| Vignettes: |
Poisson Pseudo-Maximum Likelihood (PPML) Model with Cluster-Robust Standard Errors (source, R code) |
Downloads:
| Package source: | capybara_1.8.0.tar.gz |
| Windows binaries: | r-devel: capybara_1.8.0.zip, r-release: capybara_1.8.0.zip, r-oldrel: capybara_1.8.0.zip |
| macOS binaries: | r-release (arm64): capybara_1.0.1.tgz, r-oldrel (arm64): capybara_1.0.1.tgz, r-release (x86_64): capybara_1.0.1.tgz, r-oldrel (x86_64): capybara_1.0.1.tgz |
| Old sources: | capybara archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=capybara to link to this page.