using matching methods. Because precise estimation of the expected counterfactual is particularly important in regions …

The presence of cross-sectionally correlated error terms invalidates much inferential theory of panel data models … for stationary panel regressions with multifactor error structure. This paper extends this work and examines the important … to a wide variety of data generation processes and has lower biases than all of the alternative estimation methods …

We consider estimation of a dynamic distribution regression panel data model with heterogeneous coefficients across … uniformly valid inference on function-valued objects. This avoids coefficient re-estimation and is shown to be consistent for a … workers. Finally, we demonstrate the existence of heterogeneity in income mobility, which leads to substantial variation in …

“Inequality Treatment Effects” (ITE). The estimation procedure involves a first non-parametric step in which the probability of …

nonparametric maximum likelihood estimator with unrestricted numbers of mass points for the heterogeneity distribution. We find that … allows for precise estimation of informative average treatment effects including the program's overall impact on the mean …

We use panel data for rural Kyrgyzstan to examine households' international migration response when faced with shocks …

heterogeneity for labor market dynamics …