README.md
In saudiwin/twofe_sim: Simulation and Power Analysis of Panel Data/Multilevel Data
README
This package enables the simulation of panel data with independent effects in the cross-section and cases (over time). The code is based on that used to simulate panel data in "Identification and Interpretation of Within-unit and Cross-sectional Variation of Panel Data Models" by Jonathan Kropko and Robert Kubinec. The original code used to reproduce the paper's results can be found in the simulation_code.R file (and associated linked files) in the top-level directory of this repo.
Independently generating these two dimensions of variance in a panel data set permits much more robust consideration of how one-way and two-way fixed effects and random effects models handle TSCS/panel data. The package also enables the simulation of autocorrelation in either the over-time dimension and the correlation (spatial) dimension. This package is still under development.
saudiwin/twofe_sim documentation built on Feb. 6, 2024, 11:31 a.m.
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README
This package enables the simulation of panel data with independent effects in the cross-section and cases (over time). The code is based on that used to simulate panel data in "Identification and Interpretation of Within-unit and Cross-sectional Variation of Panel Data Models" by Jonathan Kropko and Robert Kubinec. The original code used to reproduce the paper's results can be found in the simulation_code.R file (and associated linked files) in the top-level directory of this repo.
Independently generating these two dimensions of variance in a panel data set permits much more robust consideration of how one-way and two-way fixed effects and random effects models handle TSCS/panel data. The package also enables the simulation of autocorrelation in either the over-time dimension and the correlation (spatial) dimension. This package is still under development.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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