2 papers
stat.ME2026
On regression with estimated covariates and conditional effects given the propensity score
Jiaqi Wu, Matteo Bonvini, Edward H. Kennedy +2
Motivated by the study of heterogeneous returns to education in Brand & Xie 2010, which considers how the effect of completing college on earnings varies with the (unknown) probabi…
stat.OT2019
Uncovering Sociological Effect Heterogeneity using Machine Learning
Jennie E. Brand, Jiahui Xu, Bernard Koch +1
Individuals do not respond uniformly to treatments, events, or interventions. Sociologists routinely partition samples into subgroups to explore how the effects of treatments vary…