A Panel Quantile Approach to Attrition Bias in Big Data: Evidence from a Randomized Experiment

Matthew Harding, Carlos Lamarche

This paper introduces a quantile regression estimator for panel data models with individual heterogeneity and attrition. The method is motivated by the fact that attrition bias is…