The Objective Function Of Simulation Estimators Near The Boundary Of The Unstable Region Of The Parameter Space

A-Tier
Journal: Review of Economics and Statistics
Year: 1998
Volume: 80
Issue: 3
Pages: 389-398

Score contribution per author:

4.022 = (α=2.01 / 1 authors) × 2.0x A-tier

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

Abstract

The paper examines the role of stability constraints in estimation by dynamic simulation. In particular, it analyzes the behavior of the objective function on either side of the boundary of the stability region of the parameter space. The main finding is that stability constraints may be ignored because the simulation-based objective function contains a built-in penalty to enforce stability. A key caveat, however, is that the dynamic stability of the auxiliary model that defines the moment conditions must be checked and enforced. An attempt to fit via simulation to moments defined by a dynamically unstable auxiliary model can be expected to lead to an ill-behaved objective function. © 1998 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology

Technical Details

RePEc Handle
repec:tpr:restat:v:80:y:1998:i:3:p:389-398
Journal Field
General
Author Count
1
Added to Database
2026-01-29