Estimating Intertemporal Allocation Parameters using Synthetic Residual Estimation

S-Tier
Journal: Review of Economic Studies
Year: 2010
Volume: 77
Issue: 4
Pages: 1231-1261

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 novel structural estimation procedure for models of intertemporal allocation. This is based on modelling expectations errors directly; we refer to it as synthetic residual estimation (SRE). The flexibility of SRE allows us to account for measurement error in consumption and for heterogeneity in intertemporal allocation parameters. An investigation of the small sample properties of the SRE estimator indicates that it dominates generalized method of moments (GMM) estimation of both exact and approximate Euler equations in the case when we have short panels and noisy consumption data. We apply SRE to two panels drawn from the Panel Study of Income Dynamics (PSID) and estimate the joint distribution of the discount factor and the elasticity of intertemporal substitution. We reject strongly homogeneity of the discount factor and the elasticity of intertemporal substitution. We find that, on average, the more educated are more patient and less willing to substitute intertemporally than the less educated. Within education strata, patience and willingness to substitute are positively correlated. Copyright , Wiley-Blackwell.

Technical Details

RePEc Handle
repec:oup:restud:v:77:y:2010:i:4:p:1231-1261
Journal Field
General
Author Count
2
Added to Database
2026-01-24