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LeaveOutKSS

Leave-Out Variance Component Estimation for Two-Way Fixed Effects Models

v0.1.0 · Apr 21, 2026 · MIT + file LICENSE

Description

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>.

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Check History

OK 8 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

Dependency Network

Dependencies Reverse dependencies data.table Matrix igraph sanic doParallel foreach LeaveOutKSS

Version History

1 tracked
new 0.1.0 Apr 21, 2026