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Bayesian Regression Trees for High-Dimensional Prediction and Variable Selection

Journal of the American Statistical Association, 2018-04, Vol.113 (522), p.626-636

Linero, Antonio R.

2018

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Bayesian regression tree ensembles that adapt to smoothness and sparsity

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2018-11, Vol.80 (5), p.1087-1110

2018

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Prior and posterior checking of implicit causal assumptions

Biometrics, 2023-12, Vol.79 (4), p.3153-3164

Linero, Antonio R.

2023

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Simulation‐based estimators of analytically intractable causal effects

Biometrics, 2022-09, Vol.78 (3), p.1001-1017

Linero, Antonio R.

2022

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Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.2129-2142

2023

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Mediation analysis using Bayesian tree ensembles

Psychological methods, 2022-07

2022

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Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak Learners

Journal of computational and graphical statistics, 2023-07, Vol.32 (3), p.1046-1059

2023

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Semiparametric mixed‐scale models using shared Bayesian forests

Biometrics, 2020-03, Vol.76 (1), p.131-144

2020

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Bayesian additive regression trees for multivariate skewed responses

Statistics in medicine, 2023-02, Vol.42 (3), p.246-263

2023

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Bayesian Approaches for Missing Not at Random Outcome Data: The Role of Identifying Restrictions

Statistical science, 2018-05, Vol.33 (2), p.198-213

2018

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Causal mediation and sensitivity analysis for mixed-scale data

Statistical methods in medical research, 2023-07, Vol.32 (7), p.1249-1266

2023

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The how and why of Bayesian nonparametric causal inference

Wiley interdisciplinary reviews. Computational statistics, 2023-01, Vol.15 (1), p.e1583-n/a

2023

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Flexible Bayesian Approach to Monotone Missing Data in Longitudinal Studies With Nonignorable Missingness With Application to an Acute Schizophrenia Clinical Trial

Journal of the American Statistical Association, 2015-03, Vol.110 (509), p.45-55

2015

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Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy

Journal of the American Statistical Association, 2024-05, p.1-14

Linero, Antonio R.

2024

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

Journal of the American Statistical Association, 2023-12, p.1-14

Linero, Antonio R.

2023

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Bayesian Survival Tree Ensembles with Submodel Shrinkage

Bayesian analysis, 2022-09, Vol.17 (3)

2022

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MULTI-RUBRIC MODELS FOR ORDINAL SPATIAL DATA WITH APPLICATION TO ONLINE RATINGS DATA

The annals of applied statistics, 2018-12, Vol.12 (4), p.2054-2074

2018

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Variable Selection for Bayesian Decision Tree Ensembles

Handbook of Bayesian Variable Selection, 2022, Vol.1, p.415-440

1, 2022

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A Survey on Max-Type Difference Equations

Advances in Discrete Dynamical Systems, Difference Equations and Applications, 2023, Vol.416, p.123-154

2023

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Bayesian Regression Trees for High-Dimensional Prediction and Variable Selection

Bayesian regression tree ensembles that adapt to smoothness and sparsity

Prior and posterior checking of implicit causal assumptions

Simulation‐based estimators of analytically intractable causal effects

Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Mediation analysis using Bayesian tree ensembles

Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak Learners

Semiparametric mixed‐scale models using shared Bayesian forests

Bayesian additive regression trees for multivariate skewed responses

Bayesian Approaches for Missing Not at Random Outcome Data: The Role of Identifying Restrictions

Causal mediation and sensitivity analysis for mixed-scale data

The how and why of Bayesian nonparametric causal inference

Flexible Bayesian Approach to Monotone Missing Data in Longitudinal Studies With Nonignorable Missingness With Application to an Acute Schizophrenia Clinical Trial

Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy

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

Bayesian Survival Tree Ensembles with Submodel Shrinkage

MULTI-RUBRIC MODELS FOR ORDINAL SPATIAL DATA WITH APPLICATION TO ONLINE RATINGS DATA

Variable Selection for Bayesian Decision Tree Ensembles

A Survey on Max-Type Difference Equations

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