Manolopoulou, Ioanna
- Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review
2020/09/14 by Alberto Caron, Gianluca Baio, Caron, Alberto +3 · 3 citations
Health Professions · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Food Security and Health in Diverse Populations #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation
2021/02/12 by Alberto Caron, Gianluca Baio, Caron, Alberto +3 · 2 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
- Bayesian hierarchical modelling of sparse count processes in retail analytics
2018/05/15 by Pitkin, James, Manolopoulou, Ioanna, Ross, Gordon · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences