activity
20132026
most citedDiscussion on "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects" by Hahn, Murray and Carvalho

313 citations · 357 across the 10 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

stat.ME2018

BART with Targeted Smoothing: An analysis of patient-specific stillbirth risk

Jennifer E. Starling, Jared S. Murray, Carlos M. Carvalho +2

This article introduces BART with Targeted Smoothing, or tsBART, a new Bayesian tree-based model for nonparametric regression. The goal of tsBART is to introduce smoothness over a…

stat.ME2018

Multiple Imputation: A Review of Practical and Theoretical Findings

Jared S. Murray

Multiple imputation is a straightforward method for handling missing data in a principled fashion. This paper presents an overview of multiple imputation, including important theor…