An Instrumental Variable Approach to Dynamic Models

S-Tier
Journal: Review of Economic Studies
Year: 2023
Volume: 90
Issue: 4
Pages: 1724-1758

Authors (2)

Steven T Berry (Yale University) Giovanni Compiani (not in RePEc)

Score contribution per author:

4.022 = (α=2.01 / 2 authors) × 4.0x S-tier

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

Abstract

We present a new class of methods for identification and inference in dynamic models with serially correlated unobservables, which typically imply that state variables are econometrically endogenous. In the context of Industrial Organization, these state variables often reflect econometrically endogenous market structure. We propose the use of Generalized Instrument Variables methods to identify those dynamic policy functions that are consistent with instrumental variable (IV) restrictions. Extending popular “two-step” methods, these policy functions then identify a set of structural parameters that are consistent with the dynamic model, the IV restrictions and the data. We provide computed illustrations to both single-agent and oligopoly examples. We also present a simple empirical analysis that, among other things, supports the counterfactual study of an environmental policy entailing an increase in sunk costs.

Technical Details

RePEc Handle
repec:oup:restud:v:90:y:2023:i:4:p:1724-1758.
Journal Field
General
Author Count
2
Added to Database
2026-01-24