4 papers
Higher-Order Neyman Orthogonality in Moment-Condition Models
Stéphane Bonhomme, Koen Jochmans, Whitney K. Newey +1
We construct moment functions that are Neyman-orthogonal to a chosen order in parametric moment condition models. These moment functions reduce sensitivity to nuisance estimation e…
Approximate Operator Inversion for Average Effects in Nonlinear Panel Models
Jad Beyhum, Geert Dhaene, Cavit Pakel +1
We study the estimation of average effects in nonlinear panel data models with fixed effects when the time dimension is only moderately large. Our approach, called approximate…
Factor-Augmented Panel Regressions and Variance-Weighted Treatment Effects
Artūras Juodis, Martin Weidner
We revisit panel regressions with unobserved heterogeneity through the lens of variance-weighted average treatment effects. Building on established results for cross-sectional OLS…
Binary choice logit models with general fixed effects for panel and network data
Kevin Dano, Bo E. Honoré, Martin Weidner
This paper systematically analyzes and reviews identification strategies for binary choice logit models with fixed effects in panel and network data settings. We examine both stati…