Measurement error in imputation procedures

C-Tier
Journal: Economics Letters
Year: 2014
Volume: 122
Issue: 2
Pages: 197-202

Score contribution per author:

0.503 = (α=2.01 / 2 authors) × 0.5x C-tier

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

Abstract

We study how estimators that are used to impute consumption in survey data are inconsistent due to measurement error in consumption. Previous research suggests instrumenting consumption to overcome this problem. We show that, if additional regressors are present, then instrumenting consumption may still produce inconsistent estimators due to the likely correlation between additional regressors and measurement error. On the other hand, low correlations between additional regressors and instruments may reduce bias due to measurement error. We apply our findings by revisiting recent research that imputes consumption data from the CEX to the PSID.

Technical Details

RePEc Handle
repec:eee:ecolet:v:122:y:2014:i:2:p:197-202
Journal Field
General
Author Count
2
Added to Database
2026-01-25