P. Richard Hahn

1. Decoupling shrinkage and selection in Bayesian linear models: a\n posterior summary perspective
   2014/08/03 by P. Richard Hahn, Hahn, P. Richard, Carlos M. Carvalho +1 · 7 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
2. Atlantic Causal Inference Conference (ACIC) Data Analysis Challenge 2017
   2019/05/23 by P. Richard Hahn, Hahn, P. Richard, Vincent Dorie +3 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Other Statistics (stat.OT) #Statistical Methods and Inference
3. Statistical Aspects of SHAP: Functional ANOVA for Model Interpretation
   2022/08/21 by Andrew Herren, P. Richard Hahn, Herren, Andrew +1 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME)
4. Stochastic Tree Ensembles for Estimating Heterogeneous Effects
   2022/09/15 by Nikolay Krantsevich, Jingyu He, Krantsevich, Nikolay +3 · 3 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
5. Estimating heterogeneous effects of continuous exposures using Bayesian tree ensembles: revisiting the impact of abortion rates on crime
   2020/07/20 by Spencer Woody, Woody, Spencer, Carlos M. Carvalho +5 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
6. Local Gaussian process extrapolation for BART models with applications to causal inference
   2022/04/23 by Meijiang Wang, Wang, Meijiang, Jingyu He +3 · 2 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Computation (stat.CO) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
7. Variable Selection in Seemingly Unrelated Regressions with Random\n Predictors
   2016/05/29 by David Puelz, Puelz, David, P. Richard Hahn +3 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #FOS: Computer and information sciences #Italy: Economic History and Contemporary Issues #Methodology (stat.ME) #Monetary Policy and Economic Impact #Statistical Methods and Inference
8. XBART: Accelerated Bayesian Additive Regression Trees
   2018/10/04 by Jingyu He, He, Jingyu, Saar Yalov +3 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
9. LongBet: Heterogeneous Treatment Effect Estimation in Panel Data
   2024/06/04 by Meijia Wang, Ignacio Arroyo Martínez, Wang, Meijia +3 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques
10. Modified BART for Learning Heterogeneous Effects in Regression Discontinuity Designs
    2024/07/19 by Rafael Alcantara, Meijia Wang, Alcantara, Rafael +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Fault Detection and Control Systems #Machine Learning and Data Classification #Methodology (stat.ME)