Regression model
Panel Vector Autoregression (Panel VAR)
Panel VAR extends the vector autoregression model to panel data, modelling the dynamic interactions among several variables while controlling for cross-unit heterogeneity through fixed effects. It was introduced by Holtz-Eakin, Newey and Rosen in 1988 and produces impulse-response functions and variance decompositions at the panel level.
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Sources
- Holtz-Eakin, D., Newey, W. & Rosen, H. S. (1988). Estimating Vector Autoregressions with Panel Data. Econometrica, 56(6), 1371-1395. DOI: 10.2307/1913103 ↗
- Abrigo, M. R. M. & Love, I. (2016). Estimation of Panel Vector Autoregression in Stata. Stata Journal, 16(3), 778-804. DOI: 10.1177/1536867X1601600314 ↗