Panel treatment effects measurement: Factor or linear projection modelling?

B-Tier
Journal: Journal of Applied Econometrics
Year: 2024
Volume: 39
Issue: 7
Pages: 1332-1358

Authors (2)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We discuss methods of measuring the treatment effects of a unit through the use of other units in panel data by either the factor‐based (FB) approach or the linear projection (LP) approach under different sample configurations of cross‐sectional dimension N and time series dimension T. We show that the LP approach in general yields smaller mean square prediction error than the FB approach when either both N and T are large or N fixed and T→∞ or T fixed and N large. The Monte Carlo simulation and empirical example are also conducted to consider their finite sample performances.

Technical Details

RePEc Handle
repec:wly:japmet:v:39:y:2024:i:7:p:1332-1358
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-29