Linero, Antonio R.

1. The How and Why of Bayesian Nonparametric Causal Inference
   2021/11/06 by Antonio R. Linero, Linero, Antonio R., Joseph Antonelli +1 · 8 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy
   2022/02/20 by Antonio R. Linero, Linero, Antonio R. · 5 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. Semiparametric Mixed-Scale Models Using Shared Bayesian Forests
   2018/09/23 by Linero, Antonio R., Sinha, Debajyoti, Lipsitz, Stuart R. · 2 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
4. Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles
   2023/03/02 by Angela Ting, Ting, Angela, Antonio R. Linero +1 · 3 citations
   Mathematics · Computer Science · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Bayesian Modeling and Causal Inference
5. SoftBart: Soft Bayesian Additive Regression Trees
   2022/10/28 by Linero, Antonio R. · 3 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
6. Interaction Detection with Bayesian Decision Tree Ensembles
   2018/09/23 by Junliang Du, Du, Junliang, Antonio R. Linero +1 · 2 citations
   Computer Science · #Data Stream Mining Techniques #Neural Networks and Applications #Explainable Artificial Intelligence (XAI)
7. Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles
   2020/05/05 by Yinpu Li, Antonio R. Linero, Li, Yinpu +3 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. In Nonparametric and High-Dimensional Models, Bayesian Ignorability is an Informative Prior
   2021/11/06 by Antonio R. Linero, Linero, Antonio R. · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)