Arvid Sjölander

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. Nonparametric bounds for causal effects in imperfect randomized experiments
   2020/10/11 by Erin E. Gabriel, Arvid Sjölander, Gabriel, Erin E. +3 · 4 citations
   Mathematics · Decision Sciences · #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #Optimal Experimental Design Methods
3. Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
   2023/09/11 by Erin E Gabriel, Michael C Sachs, Torben Martinussen +4 · 2 voices · 2 citations
   Mathematics · #stat.ME
4. Sharp nonparametric bounds for decomposition effects with two binary mediators
   2021/12/27 by Erin E. Gabriel, Gabriel, Erin E, Michael C. Sachs +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
5. Sharp Lower and Upper Bounds for the Covariance of Bounded Random Variables
   2021/06/18 by Ola Hössjer, Arvid Sjölander, Hössjer, Ola +1 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Increased Prescribing of Attention-Deficit/Hyperactivity Disorder Medication and Real-World Outcomes Over Time
   2025/06/25 by Lin Li, David Coghill, Arvid Sjölander +8 · 1 voice · 1 citation
   Medicine · Neuroscience · #Attention Deficit Hyperactivity Disorder #Neuroethics, Human Enhancement, Biomedical Innovations #Traumatic Brain Injury Research