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Jason A. Roy

8 papers hereh-index 405.8k citations133 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author5

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.AP2

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedBayesian nonparametric generative models for causal inference with missing at random covariates

3 citations · 7 across the 4 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2020★ 1 cited

Estimating the impact of treatment compliance over time on smoking cessation using data from ecological momentary assessments (EMA)

Yaoyuan Vincent Tan, Donna Coffman, Megan Piper +1

The Wisconsin Smoker's Health Study (WSHS2) was a longitudinal trial conducted to compare the effectiveness of two commonly used smoking cessation treatments, varenicline and combi…

stat.AP2018

A semiparametric modeling approach using Bayesian Additive Regression Trees with an application to evaluate heterogeneous treatment effects

Bret Zeldow, Vincent Lo Re, Jason Roy

Bayesian Additive Regression Trees (BART) is a flexible machine learning algorithm capable of capturing nonlinearities between an outcome and covariates and interaction among covar…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.