OrthoPanels: An R Package for Estimating a Dynamic Panel Model with Fixed Effects Using the Orthogonal Reparameterization Approach
Mark Pickup, Paul Gustafson, Davor Cubranic and Geoffrey Evans
, The R Journal (2017) 9:1, pages 60-76.
Abstract This article describes the R package OrthoPanels, which includes the function opm(). This function implements the orthogonal reparameterization approach recommended by Lancaster (2002) to estimate dynamic panel models with fixed effects (and optionally: wave specific intercepts). This article provides a statistical description of the orthogonal reparameterization approach, a demonstration of the package using real-world data, and simulations comparing the estimator to the known-to-be-biased OLS estimator and the commonly used GMM estimator.
Received: 2015-11-15; online 2017-05-10
@article{RJ-2017-003,
author = {Mark Pickup and Paul Gustafson and Davor Cubranic and
Geoffrey Evans},
title = {{OrthoPanels: An R Package for Estimating a Dynamic
Panel Model with Fixed Effects Using the Orthogonal
Reparameterization Approach}},
year = {2017},
journal = {{The R Journal}},
doi = {10.32614/RJ-2017-003},
url = {https://doi.org/10.32614/RJ-2017-003},
pages = {60--76},
volume = {9},
number = {1}
}