This paper examines alternative forms of match bias arising from earnings imputation. Wage equation parameters are … imputation match criteria (e.g., union status) are severely biased. Related forms of match bias arise with respect to attributes … used as match criteria, but matched imperfectly. For example, an imperfect match on schooling creates bias that flattens …

"A recent literature has advanced the use of Engel curves to estimate overall CPI bias. In this paper, I show that the … methodology is sensitive to the modeling of household demography. Existing estimates of CPI bias do not account for the changing … effect of household size on budget shares, and this can lead to omitted variable bias. Since the effect of household size on …

This paper introduces bias-corrected estimators for nonlinear panel data models with both time invariant and time …/selection bias. We then estimate the primary equation by fixed effects including an appropriately constructed control function from … both steps might employ nonlinear fixed effects procedures it is necessary to bias adjust the estimates due to the …

survey. Even if nonresponse is random, severe bias attaches to wage equation coefficient estimates on attributes not matched … other household members. -- response bias ; imputation ; earnings nonresponse ; gender gap ; CPS …