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} }