Mats Julius Stensrud

Teaching & PhD PhD Students Ignacio Gonzalez Perez, Gellért Géza Perényi, Lorenzo Gasparollo, Julien David Laurendeau Past EPFL PhD Students Matias Janvin, Amit Sawant Courses Causal thinking MATH-352 This course will give a unified presentation of modern methods for causal inference. We focus on concepts, and we will present examples and ideas from various scientific disciplines, including medicine, computer science, engineering, economics and epidemiology. Probability and statistics (for SV) MATH-235 Introduction to notions of probability and basic statistics. Awards Arthur-Linder prize Austria-Switzerland region of the International Biometric Society (IBS, ROeS) 2023 Lambert Prize Swiss Statistical Society (SSS) 2023

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Mats Julius Stensrud

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How to detect and reduce potential sources of biases in studies of SARS-CoV-2 and COVID-19

Separating Algorithms From Questions and Causal Inference With Unmeasured Exposures: An Application to Birth Cohort Studies of Early Body Mass Index Rebound

Using Negative Control Populations to Assess Unmeasured Confounding and Direct Effects