Search Results - Linero, Antonio R.

1

Academic Journal

Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles

Authors: Ting, Angela, Linero, Antonio R.

Subject Terms: Statistics - Methodology, Statistics - Applications

Relation: http://arxiv.org/abs/2303.01620

Availability: http://arxiv.org/abs/2303.01620

2

Academic Journal

SoftBart: Soft Bayesian Additive Regression Trees

Authors: Linero, Antonio R.

Subject Terms: Statistics - Methodology, Statistics - Computation, Statistics - Machine Learning

Relation: http://arxiv.org/abs/2210.16375

Availability: http://arxiv.org/abs/2210.16375

3

Academic Journal

Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy

Authors: Linero, Antonio R.

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Relation: http://arxiv.org/abs/2202.09924

Availability: http://arxiv.org/abs/2202.09924

4

Academic Journal

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

Authors: Linero, Antonio R.

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Relation: http://arxiv.org/abs/2111.05137

Availability: http://arxiv.org/abs/2111.05137

5

Academic Journal

Causal Mediation and Sensitivity Analysis for Mixed-Scale Data

Authors: Rene, Lexi, Linero, Antonio R., Slate, Elizabeth

Subject Terms: Statistics - Methodology, Statistics - Applications

Relation: http://arxiv.org/abs/2111.03907

Availability: http://arxiv.org/abs/2111.03907

6

Academic Journal

The How and Why of Bayesian Nonparametric Causal Inference

Authors: Linero, Antonio R., Antonelli, Joseph L.

Subject Terms: Statistics - Methodology

Relation: http://arxiv.org/abs/2111.03897

Availability: http://arxiv.org/abs/2111.03897

7

Academic Journal

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

Authors: Basak, Piyali, Linero, Antonio R., SInha, Debajyoti, Lipsitz, Stuart

Subject Terms: Statistics - Applications

Relation: http://arxiv.org/abs/2005.02509

Availability: http://arxiv.org/abs/2005.02509

8

Academic Journal

Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Authors: Li, Yinpu, Linero, Antonio R., Murray, Jared S.

Subject Terms: Statistics - Methodology

Relation: http://arxiv.org/abs/2005.02490

Availability: http://arxiv.org/abs/2005.02490

9

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

Authors: Linero, Antonio R.

Subject Terms: Genetics, FOS Biological sciences, Molecular Biology, Neuroscience, Environmental Sciences not elsewhere classified, Ecology, Biological Sciences not elsewhere classified, Science Policy

Relation: https://dx.doi.org/10.6084/m9.figshare.24514296; https://dx.doi.org/10.1080/01621459.2023.2278202

Availability: https://doi.org/10.6084/m9.figshare.24514296.v110.6084/m9.figshare.2451429610.1080/01621459.2023.2278202
https://tandf.figshare.com/articles/dataset/In_Nonparametric_and_High-Dimensional_Models_Bayesian_Ignorability_is_an_Informative_Prior/24514296/1

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10

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

Authors: Linero, Antonio R.

Subject Terms: Genetics, FOS Biological sciences, Molecular Biology, Neuroscience, Environmental Sciences not elsewhere classified, Ecology, Biological Sciences not elsewhere classified, Science Policy

Relation: https://dx.doi.org/10.1080/01621459.2023.2278202

Availability: https://doi.org/10.6084/m9.figshare.2451429610.1080/01621459.2023.2278202
https://tandf.figshare.com/articles/dataset/In_Nonparametric_and_High-Dimensional_Models_Bayesian_Ignorability_is_an_Informative_Prior/24514296

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11

Academic Journal

Interaction Detection with Bayesian Decision Tree Ensembles

Authors: Du, Junliang, Linero, Antonio R.

Subject Terms: Statistics - Methodology

Relation: http://arxiv.org/abs/1809.08524

Availability: http://arxiv.org/abs/1809.08524

12

Academic Journal

Semiparametric Mixed-Scale Models Using Shared Bayesian Forests

Authors: Linero, Antonio R., Sinha, Debajyoti, Lipsitz, Stuart R.

Subject Terms: Statistics - Methodology

Relation: http://arxiv.org/abs/1809.08521

Availability: http://arxiv.org/abs/1809.08521

13

Academic Journal

SoftBart: Soft Bayesian Additive Regression Trees

Authors: Linero, Antonio R.

Subject Terms: Statistics - Methodology, Statistics - Computation, Statistics - Machine Learning, stat

Relation: http://arxiv.org/abs/2210.16375

Availability: http://arxiv.org/abs/2210.16375

14

Academic Journal

Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy

Authors: Linero, Antonio R.

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology, stat

Relation: http://arxiv.org/abs/2202.09924

Availability: http://arxiv.org/abs/2202.09924

15

Academic Journal

Multi-rubric Models for Ordinal Spatial Data with Application to Online Ratings from Yelp

Authors: Linero, Antonio R., Bradley, Jonathan R., Desai, Apurva

Subject Terms: Statistics - Applications

Relation: http://arxiv.org/abs/1706.03012

Availability: http://arxiv.org/abs/1706.03012

16

Book

Variable Selection for Bayesian Decision Tree Ensembles

Authors: Linero, Antonio R., Du, Junliang

Superior Title: Handbook of Bayesian Variable Selection ; page 415-440 ; ISBN 9781003089018

Availability: https://doi.org/10.1201/9781003089018-18

Zugang prüfen (DOI)

17

Academic Journal

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

Authors: Linero, Antonio R.

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory, stat, demo

Relation: http://arxiv.org/abs/2111.05137

Availability: http://arxiv.org/abs/2111.05137

18

Academic Journal

Causal Mediation and Sensitivity Analysis for Mixed-Scale Data

Authors: Rene, Lexi, Linero, Antonio R., Slate, Elizabeth

Subject Terms: Statistics - Methodology, Statistics - Applications, stat, psy

Relation: http://arxiv.org/abs/2111.03907

Availability: http://arxiv.org/abs/2111.03907

19

Academic Journal

Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Authors: Li, Yinpu, Linero, Antonio R., Murray, Jared S.

Subject Terms: Statistics - Methodology, stat, envir

Relation: http://arxiv.org/abs/2005.02490

Availability: http://arxiv.org/abs/2005.02490

20

Academic Journal

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

Authors: Basak, Piyali, Linero, Antonio R., SInha, Debajyoti, Lipsitz, Stuart

Subject Terms: Statistics - Applications, stat, manag

Relation: http://arxiv.org/abs/2005.02509

Availability: http://arxiv.org/abs/2005.02509

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