Jose M. Peña
- Towards scalable and data efficient learning of Markov boundaries
2006/08/12 by Jose M. Peña, Roland Nilsson, Johan Björkegren +1 · 4 citations
Computer Science · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications
- Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows
2022/02/07 by Sourabh Balgi, Jose M. Peña, Balgi, Sourabh +3 · 3 citations
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
- Simple yet Sharp Sensitivity Analysis for Unmeasured Confounding
2021/04/27 by Jose M. Peña, Peña, Jose M. · 2 citations
Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)