Vanessa Didelez
- Mendelian randomization as an instrumental variable approach to causal inference
2007/08/01 by Vanessa Didelez, Nuala Sheehan, Nuala A. Sheehan · 23 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #Genetic Associations and Epidemiology #Statistical Methods in Clinical Trials
- Instrumental Variable Estimation of Causal Risk Ratios and Causal Odds Ratios in Mendelian Randomization Analyses
2011/05/09 by Tom Palmer, T. M. Palmer, J. A. C. Sterne +14 · 29 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced Causal Inference Techniques #Genetic Associations and Epidemiology #Obesity, Physical Activity, Diet
- Separable Effects for Causal Inference in the Presence of Competing Events
2019/01/28 by Mats Julius Stensrud, Jessica G. Young, Stensrud, Mats J. +7 · 6 citations
Mathematics · Computer Science · Social Sciences · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Qualitative Comparative Analysis Research
- Judea Pearl: Causality: Models, reasoning, and inference
2001/06/01 by Vanessa Didelez, Iris Pigeot · 2 citations
Arts and Humanities · #Philosophy and History of Science
- Parameterizing and Simulating from Causal Models
2021/09/08 by Robin J. Evans, Vanessa Didelez, Evans, Robin J. +1 · 3 citations
Mathematics · Arts and Humanities · Computer Science · #Statistical Methods in Clinical Trials #Philosophy and History of Science #Bayesian Modeling and Causal Inference
- Covariate selection strategies for causal inference: Classification and comparison
2018/10/10 by Janine Witte, Vanessa Didelez · 3 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- The risks of risk assessment: causal blind spots when using prediction models for treatment decisions
2024/02/27 by Nan van Geloven, Ruth H. Keogh, van Geloven, Nan +27 · 1 voice · 2 citations
Mathematics · Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME)
- Variable selection in linear regression models: choosing the best subset is not always the best choice
2023/02/23 by Moritz Hanke, Louis Dijkstra, Hanke, Moritz +5 · 2 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Methodology (stat.ME) #Neural Networks and Applications
- Graphical criteria for the identification of marginal causal effects in continuous-time survival and event-history analyses
2022/02/04 by Kjetil Røysland, Røysland, Kjetil, Pål Ryalen +5 · 1 voice · 1 citation
Mathematics · #62Dxx (Primary) 62Nxx (Secondary) #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Robustness and efficiency of covariate adjusted linear instrumental\n variable estimators
2015/10/06 by Stijn Vansteelandt, Vansteelandt, Stijn, Vanessa Didelez +1 · 2 citations
Mathematics · Decision Sciences · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Probabilistic and Robust Engineering Design
- Generalized interpretation and identification of separable effects in competing event settings
2020/04/30 by Mats Julius Stensrud, Miguel A. Hernán, Stensrud, Mats J. +9 · 1 citation
Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life