A. Linero

Most-cited papers

Bayesian Regression Trees for High-Dimensional Prediction and Variable Selection
A. Linero
2018240 citations Open access
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Bayesian Additive Regression Trees: A Review and Look Forward
Jennifer L. Hill, A. Linero, Jared S. Murray
2020Annual Review of Statistics and Its Application221 citations Open access
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Bayesian regression tree ensembles that adapt to smoothness and sparsity
A. Linero, Yun Yang
2017Journal of The Royal Statistical Society Series B-statistical Methodology199 citations Open access
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Bayesian Approaches for Missing Not at Random Outcome Data: The Role of Identifying Restrictions
A. Linero, M. Daniels
2018Statistical Science60 citations Open access
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A review of tree-based Bayesian methods
A. Linero
201756 citations
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The how and why of Bayesian nonparametric causal inference
A. Linero, Joseph Antonelli
2021WIREs Computational Statistics43 citations Open access
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Semiparametric mixed‐scale models using shared Bayesian forests
A. Linero, D. Sinha, S. Lipsitz
2018Biometrics41 citations Open access
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A Flexible Bayesian Approach to Monotone Missing Data in Longitudinal Studies with Nonignorable Missingness with Application to an Acute Schizophrenia Clinical Trial
A. Linero, M. Daniels
2015Journal of the American Statistical Association38 citations Open access
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Power of two: Assessing the impact of a second measurement of the weak-charge form factor of $^{208}$Pb
J. Piekarewicz, A. Linero, P. Giuliani, E. Chicken
201637 citations Open access
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Semiparametric analysis of clustered interval‐censored survival data using soft Bayesian additive regression trees (SBART)
Piyali Basak, A. Linero, D. Sinha, S. Lipsitz
2020Biometrics34 citations Open access
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Periodic structure of alternating continuous interval maps
J. Cánovas, A. Linero
200631 citations
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Bayesian Survival Tree Ensembles with Submodel Shrinkage
A. Linero, Piyali Basak, Yinpu Li, D. Sinha
2021Bayesian Analysis29 citations Open access
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Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles
Yinpu Li, A. Linero, Jared S. Murray
2020Journal of the American Statistical Association29 citations Open access
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Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy
A. Linero
2022Journal of the American Statistical Association27 citations Open access
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Bayesian nonparametric analysis of longitudinal studies in the presence of informative missingness
A. Linero
201724 citations
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Bayesian Nonparametrics for Causal Inference and Missing Data
M. Daniels, A. Linero, J. Roy
202322 citations Open access
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Mediation analysis using Bayesian tree ensembles.
A. Linero, Qian Zhang
2022Psychological methods19 citations
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Bayesian Additive Regression Trees for Multivariate Skewed Responses
Seungha Um, A. Linero, D. Sinha, D. Bandyopadhyay
2022Statistics in Medicine18 citations
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Interaction Detection with Bayesian Decision Tree Ensembles
Junliang Du, A. Linero
2018International Conference on Artificial Intelligence and Statistics17 citations
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On the Toeplitz Lemma, Convergence in Probability, and Mean Convergence
A. Linero, A. Rosalsky
201316 citations
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Density Regression with Bayesian Additive Regression Trees
Vittorio Orlandi, Jared S. Murray, A. Linero, A. Volfovsky
202113 citations
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Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles
Ang-Bung Ting, A. Linero
2023Journal of the American Statistical Association12 citations
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Predictive variational inference: Learn the predictively optimal posterior distribution
Jinlin Lai, A. Linero, Yu-Ling Yao
2024arXiv.org11 citations
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In Nonparametric and High-Dimensional Models, Bayesian Ignorability is an Informative Prior
A. Linero
2021Journal of the American Statistical Association11 citations Open access
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A Bayesian approach to sequential monitoring of nonlinear profiles using wavelets
Roumen Varbanov, E. Chicken, A. Linero, Yun Yang
2018Quality and Reliability Engineering International10 citations
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SoftBart: Soft Bayesian Additive Regression Trees
A. Linero
20229 citations
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Bayesian Nonparametrics for Missing Data in Longitudinal Clinical Trials
M. Daniels, A. Linero
20159 citations
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Simulation‐based estimators of analytically intractable causal effects
A. Linero
2021Biometrics8 citations Open access
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Incorporating Grouping Information into Bayesian Decision Tree Ensembles
Junliang Du, A. Linero
2019International Conference on Machine Learning7 citations
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Prior and posterior checking of implicit causal assumptions
A. Linero
2023Biometrics5 citations
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Computationally efficient Bayesian sequential function monitoring
Wright Shamp, Roumen Varbanov, E. Chicken, A. Linero +1 more
2020Journal of QualityTechnology5 citations Open access
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Multi-rubric models for ordinal spatial data with application to online ratings data
A. Linero, J. Bradley, A. Desai
2018Annals of Applied Statistics5 citations Open access
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Gibbs Priors for Bayesian Nonparametric Variable Selection with Weak Learners
A. Linero, Junliang Du
2022Journal of Computational And Graphical Statistics4 citations Open access
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Causal mediation and sensitivity analysis for mixed-scale data
Lexi Rene, A. Linero, E. Slate
2021Statistical Methods in Medical Research4 citations Open access
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Bayesian Nonparametric Quasi Likelihood
A. Linero
2024Journal of the American Statistical Association2 citations
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Multi-rubric Models for Ordinal Spatial Data with Application to Online Ratings from Yelp
A. Linero, J. Bradley, A. Desai
20172 citations
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A Unified Bayesian Nonparametric Framework for Ordinal, Survival, and Density Regression Using the Complementary Log-Log Link
Entejar Alam, A. Linero
20251 citations
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Understanding Inequalities in Cancer Survival Using Bayesian Machine Learning
Piyali Basak, C. Maringe, F. Rubio, A. Linero
2025Journal of the American Statistical Association1 citations
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Relative Survival Analysis Using Bayesian Decision Tree Ensembles
Piyali Basak, A. Linero, C. Maringe, F. Rubio
20241 citations
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Bayesian sequential monitoring of density estimates
Wright Shamp, A. Linero, E. Chicken
2021Quality and Reliability Engineering International1 citations
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Variable Selection for Bayesian Decision Tree Ensembles
A. Linero, Junliang Du
2021Handbook of Bayesian Variable Selection1 citations
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Winter Workshop on Dimension Reduction and High Dimensional Inference
Hani Doss, M. Ghosh, Zhihua, Sophia +81 more
20141 citations
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Conditional Distribution Estimation for Functional Responses with Random Forests
Poorbita Kundu, A. Linero
20260 citations
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A Simple Example of Bayesian Nonparametric Inconsistency
A. Linero
20260 citations
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Decision Theoretic Subgroup Detection With Bayesian Machine Learning
Entejar Alam, Poorbita Kundu, A. Linero
20250 citations
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Defensive Model Expansion for Robust Bayesian Inference
A. Linero
20250 citations
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Latent uniform samplers on multivariate binary spaces
Yanxin Li, A. Linero, S. Walker
2023Statistics and computing0 citations
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