Estimation of Dynamic Panel Threshold Model using Stata

Myung Hwan Seo, Sueyoul Kim, Young-Joo Kim

arXiv 27 Feb 2019 · Econometrics · publishedThe Stata Journal Promoting communications on statistics and Stata (2019) · 337 citations (OpenAlex)

arXiv:1902.10318 · PDF · DOI · OpenAlex · Extracted main text

Abstract

We develop a Stata command xthenreg to implement the first-differenced GMM estimation of the dynamic panel threshold model, which Seo and Shin (2016, Journal of Econometrics 195: 169-186) have proposed. Furthermore, We derive the asymptotic variance formula for a kink constrained GMM estimator of the dynamic threshold model and include an estimation algorithm. We also propose a fast bootstrap algorithm to implement the bootstrap for the linearity test. The use of the command is illustrated through a Monte Carlo simulation and an economic application.

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