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

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) . 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) .


Reference manual

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install.packages("LeaveOutKSS")

0.1.0 by Vahid Moghani, 5 months ago


Browse source code at https://github.com/cran/LeaveOutKSS


Authors: Vahid Moghani [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports data.table, Matrix, igraph, sanic, parallel, utils, doParallel, foreach

Suggests knitr, rmarkdown, testthat


See at CRAN