4 papers
Mixed-model Log-likelihood Evaluation Via a Blocked Cholesky Factorization
Douglas Bates, Phillip M. Alday, Ajinkya H. Kokandakar
Bates et al. (2015) described the evaluation of the profiled log-likelihood of a linear mixed-effects model by updating a sparse, symmetric positive-definite matrix and computing i…
Adolescent sports participation and health in early adulthood: An observational study
Ajinkya H. Kokandakar, Yuzhou Lin, Steven Jin +5
We study the impact of teenage sports participation on early-adulthood health using longitudinal data from the National Study of Youth and Religion. We focus on two primary outcome…
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…
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…