Rotnitzky, Andrea

1. On the multiply robust estimation of the mean of the g-functional
   2017/05/24 by Andrea Rotnitzky, Rotnitzky, Andrea, James M. Robins +3 · 6 citations
   Mathematics · #Advanced Causal Inference Techniques #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
2. Characterization of parameters with a mixed bias property
   2019/04/07 by Rotnitzky, Andrea, Smucler, Ezequiel, Robins, James M. · 5 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
3. Efficient adjustment sets in causal graphical models with hidden\n variables
   2020/04/22 by Ezequiel Smucler, Facundo Sapienza, Smucler, Ezequiel +3 · 3 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. A unifying approach for doubly-robust ℓ₁ regularized estimation of causal contrasts
   2019/04/07 by Smucler, Ezequiel, Rotnitzky, Andrea, Robins, James M. · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
5. Towards a Unified Theory for Semiparametric Data Fusion with Individual-Level Data
   2024/09/16 by Graham, Ellen, Carone, Marco, Rotnitzky, Andrea · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Efficient adjustment sets for population average treatment effect\n estimation in non-parametric causal graphical models
   2019/11/30 by Andrea Rotnitzky, Ezequiel Smucler, Rotnitzky, Andrea +1 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
7. A note on efficient minimum cost adjustment sets in causal graphical models
   2022/01/06 by Ezequiel Smucler, Smucler, Ezequiel, Andrea Rotnitzky +1 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Investigating symptom duration using current status data: a case study of post-acute COVID-19 syndrome
   2024/07/05 by Wolock, Charles J., Jacob, Susan, Bennett, Julia C. +9 · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)