Malenica, Ivana
- Robust Estimation of Data-Dependent Causal Effects based on Observing a Single Time-Series
2018/09/03 by van der Laan, Mark J., Malenica, Ivana · 2 citations
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters
2023/06/14 by B. Cho, Brian Cho, Yaroslav Mukhin +6 · 2 voices · 1 citation
Engineering · Mathematics · #Fault Detection and Control Systems #stat.ME #stat.ML
- Adaptive Sequential Design for a Single Time-Series
2021/01/29 by Malenica, Ivana, Bibaut, Aurelien, van der Laan, Mark J. · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Evaluating the Robustness of Targeted Maximum Likelihood Estimators via Realistic Simulations in Nutrition Intervention Trials
2021/09/28 by Li, Haodong, Rosete, Sonali, Coyle, Jeremy +9 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Adaptive Sequential Surveillance with Network and Temporal Dependence
2022/12/05 by Ivana Malenica, Malenica, Ivana, Jeremy Coyle +5 · 1 citation
Computer Science · Mathematics · Medicine · #Applications (stat.AP) #COVID-19 epidemiological studies #Data Stream Mining Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Anytime-valid inference in N-of-1 trials
2023/09/13 by Ivana Malenica, Malenica, Ivana, Yongyi Guo +5 · 1 citation
Mathematics · Psychology · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Mental Health Research Topics #Methodology (stat.ME) #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)