Antonio R. Linero | DeepAI

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Featured Co-authors

Jared S. Murray
13 publications
Debajyoti Sinha
5 publications
Stuart R. Lipsitz
3 publications
Joseph L. Antonelli
1 publication
Junliang Du
1 publication
Elizabeth Slate
1 publication
Lexi Rene
1 publication
Piyali Basak
1 publication
Yinpu Li
1 publication
Stuart Lipsitz
1 publication
Angela Ting
1 publication

∙ 03/02/2023

Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles

The causal inference literature has increasingly recognized that explici...

0 Angela Ting, et al. ∙

∙ 10/28/2022

SoftBart: Soft Bayesian Additive Regression Trees

Bayesian additive regression tree (BART) models have seen increased atte...

0 Antonio R. Linero, et al. ∙

∙ 02/20/2022

Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy

Bayesian additive regression trees have seen increased interest in recen...

0 Antonio R. Linero, et al. ∙

∙ 11/06/2021

Causal Mediation and Sensitivity Analysis for Mixed-Scale Data

The goal of causal mediation analysis, often described within the potent...

0 Lexi Rene, et al. ∙

∙ 11/06/2021

In Nonparametric and High-Dimensional Models, Bayesian Ignorability is an Informative Prior

In problems with large amounts of missing data one must model two distin...

0 Antonio R. Linero, et al. ∙

∙ 11/06/2021

The How and Why of Bayesian Nonparametric Causal Inference

Spurred on by recent successes in causal inference competitions, Bayesia...

0 Antonio R. Linero, et al. ∙

∙ 05/05/2020

Semiparametric analysis of clustered interval-censored survival data using Soft Bayesian Additive Regression Trees (SBART)

Popular parametric and semiparametric hazards regression models for clus...

0 Piyali Basak, et al. ∙

∙ 05/05/2020

Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

We present a Bayesian nonparametric model for conditional distribution e...

0 Yinpu Li, et al. ∙

∙ 09/23/2018

Interaction Detection with Bayesian Decision Tree Ensembles

Methods based on Bayesian decision tree ensembles have proven valuable i...

0 Junliang Du, et al. ∙

∙ 09/23/2018

Semiparametric Mixed-Scale Models Using Shared Bayesian Forests

This paper demonstrates the advantages of sharing information about unkn...

0 Antonio R. Linero, et al. ∙

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