Sachs, Michael C

1. A General Method for Deriving Tight Symbolic Bounds on Causal Effects
   2020/03/24 by Michael C. Sachs, Gustav Jonzon, Sachs, Michael C +5 · 5 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Complexity and Algorithms in Graphs
2. Sharp nonparametric bounds for decomposition effects with two binary mediators
   2021/12/27 by Erin E. Gabriel, Michael C. Sachs, Gabriel, Erin E +3 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods in Clinical Trials
3. Ensemble Prediction of Time to Event Outcomes with Competing Risks: A\n Case Study of Surgical Complications in Crohn's Disease
   2019/02/07 by Michael C. Sachs, Sachs, Michael C, Andrea Discacciati +7 · 1 citation
   Health Professions · Medicine · Social Sciences · #Applications (stat.AP) #Colorectal Cancer Screening and Detection #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (stat.ML) #Medical Coding and Health Information
4. Accessible Computation of Tight Symbolic Bounds on Causal Effects using an Intuitive Graphical Interface
   2022/09/08 by Gustav Jonzon, Jonzon, Gustav, Michael C. Sachs +3 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Computation (stat.CO) #FOS: Computer and information sciences
5. Aim for clinical utility, not just predictive accuracy
   2019/08/29 by Sachs, Michael C, Sjölander, Arvid, Gabriel, Erin E · 1 citation
   #Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
6. Sharp symbolic nonparametric bounds for measures of benefit in observational and imperfect randomized studies with ordinal outcomes
   2023/05/17 by Gabriel, Erin E, Sachs, Michael C, Jensen, Andreas Kryger · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
7. Improved small-sample inference for functions of parameters in the k-sample multinomial problem
   2024/06/27 by Michael C. Sachs, Erin E. Gabriel, Sachs, Michael C +3 · 1 citation
   Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Computation (stat.CO) #FOS: Computer and information sciences #Multi-Criteria Decision Making #Statistical Methods and Inference