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Negative Control Falsification Tests for Instrumental Variable Designs Open
The validity of instrumental variable (IV) designs is typically tested using two types of falsification tests. We characterize these tests as conditional independence tests between negative control variables -- proxies for unobserved varia…
Essays on Income Inequality Open
This dissertation consists of three independent essays on income inequality. Chapter 1 (with Sydnee Caldwell) develops a method to estimate the outside employment opportunities available to each worker and to assess the impact of these out…
Replication data for: Productivity and Selection of Human Capital with Machine Learning Open
Economists have become increasingly interested in studying the nature of production functions in social policy applications, with the goal of improving productivity. Traditionally models have assumed workers are homogenous inputs. However,…