Implements leave-out estimation of variance components in two-way fixed effects models as an 'R' translation of the original 'MATLAB' package of Kline, Saggio, and Solvsten (2020) <doi:10.3982/ECTA16410>. The package includes graph-based connected-set pruning, leave-out bias correction, leverage computation by exact and randomized algorithms, fixed effect estimation helpers, and companion model-fit summaries for matched worker-firm panels in the spirit of Abowd, Kramarz, and Margolis (1999) <doi:10.1111/1468-0262.00020>.
| Version: | 0.1.0 |
| Imports: | data.table, Matrix, igraph, sanic, parallel, utils, doParallel, foreach |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-04-21 |
| DOI: | 10.32614/CRAN.package.LeaveOutKSS |
| Author: | Vahid Moghani [aut, cre] |
| Maintainer: | Vahid Moghani <contact at vahid-moghani.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | LeaveOutKSS results |
| Reference manual: | LeaveOutKSS.html , LeaveOutKSS.pdf |
| Vignettes: |
LeaveOutKSS Overview (source, R code) |
| Package source: | LeaveOutKSS_0.1.0.tar.gz |
| Windows binaries: | r-devel: LeaveOutKSS_0.1.0.zip, r-release: LeaveOutKSS_0.1.0.zip, r-oldrel: LeaveOutKSS_0.1.0.zip |
| macOS binaries: | r-release (arm64): LeaveOutKSS_0.1.0.tgz, r-oldrel (arm64): LeaveOutKSS_0.1.0.tgz, r-release (x86_64): LeaveOutKSS_0.1.0.tgz, r-oldrel (x86_64): LeaveOutKSS_0.1.0.tgz |
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