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stat.AP2022
Pre-analysis protocol for an observational study on the effects of adolescent sports participation on health in early adulthood
Ajinkya H Kokandakar, Yuzhou Lin, Steven Jin +5
We will study the impact of adolescent sports participation on early-adulthood health using longitudinal data from the National Study of Youth and Religion. We focus on two primary…
stat.AP2022
Bayesian Causal Forests & the 2022 ACIC Data Challenge: Scalability and Sensitivity
Ajinkya H. Kokandakar, Hyunseung Kang, Sameer K. Deshpande
We demonstrate how Hahn et al.'s Bayesian Causal Forests model (BCF) can be used to estimate conditional average treatment effects for the longitudinal dataset in the 2022 American…