Alexis Bellot: Partial Transportability for Domain Generalization Online Causal Inference Seminar 7,39 тыс. подписчиков Скачать
Anish Agarwal: Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions Скачать
Brian Gilbert: Identification/estimation of mediation effects of longitudinal modified policies Скачать
Mihaela van der Schaar: The (Causal) Discovery Ladder: Unravelling Governing Equations and Beyond Скачать
Sara Magliacane & Phillip Lippe: BISCUIT: Causal Representation Learning from Binary Interactions Скачать
Xinwei Shen: Causality-oriented robustness: exploiting data heterogeneity at different levels Скачать
Jonas Peters, Nicola Gnecco, Sorawit Saengkyongam: Invariance-based Generalization and Extrapolation Скачать
Mats Stensrud & Aaron Sarvet: Interpretational errors in causal inference and how to avoid them Скачать
Chris Harshaw: ClipOGD: Experimental Design for Adaptive Neyman Allocation in Sequential Experiments Скачать
Michael Celentano: Challenges of the inconsistency regime: Novel debiasing methods for missing data Скачать
Michael Hudgens&Chanhwa Lee: Nonparametric Estimation of Policy Effects with Clustered Interference Скачать
Benedicte Colnet: Risk ratio, odds ratio, risk difference... Which measure is easier to generalize? Скачать
Thijs van Ommen: Graphical Representations for Algebraic Constraints of Linear Structural Models Скачать
Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R Скачать
Sofia Triantafyllou: A Bayesian Method for Causal Inference with Observational and Experimental Data Скачать
Christina Yu: Neighborhood Interference with Low Order Interactions under Unit Randomized Design Скачать
Ilya Shpitser: Fairness By Causal Mediation Analysis: Criteria, Algorithms, and Open Problems Скачать
Jose Zubizarreta: Bridging Matching, Regression, and Weighting as Math Programs for Causal Inference Скачать
Julie Josse: Causal inference for brain trauma: leveraging incomplete observational data and RCT Скачать
Luke Miratrix: A devil’s bargain? Repairing a Diff-in-Diff parallel trends assumption with matching Скачать
AmirEmad Ghassami: Combining Experimental and Observational Data for Long-Term Causal Effects Скачать
Bin Yu: Predictability, stability, and causality with case study of genetic drivers of heart disease Скачать
Mireille Schnitzer: Estimation of COVID-19 vaccine effectiveness under the test-negative design Скачать
Tyler VanderWeele: Causal Inference and Measure Construction: Towards a New Model of Measurement Скачать
Neil Davies: Causal estimation via instrumental variables: no simultaneous heterogeneity assumption Скачать
Shuangning Li: Random Graph Asymptotics for Treatment Effect Estimation under Network Interference Скачать
Kosuke Imai:Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Скачать
Dominik Rothenhäusler: Calibrated inference: account for sampling and distributional uncertainty Скачать
Luke Keele (UPenn): So Many Choices: The Comparative Performance of Statistical Adjustment Methods Скачать
Ruoxuan Xiong: Efficient Treatment Effect Estimation under Heterogeneous Partial Interference Скачать
Eleanor Sanderson: Causal effects at multiple times through Multivariable Mendelian randomization Скачать
Daniel Malinsky: Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Скачать
Xiaojie Mao: Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions Скачать
Fiammetta Menchetti: Estimating the causal effect of an intervention in a time series setting Скачать
Razieh Nabi: Semiparametric inference for causal effects in graphical models with hidden variables Скачать
Naïve regression requires weaker assumptions than factor models to adjust for multicause confounding Скачать
Ismael Mourifie: Testing Identification assumptions in Fuzzy Regression Discontinuity Designs Скачать
Emilija Perkovic: Causal effects in maximally oriented partially directed acyclic graphs (MPDAGs) Скачать
David Hirshberg: Balance in Causal Inference: Poststratification to Regularized Riesz Representers Скачать
Yiqing Xu and Xun Pang: A Bayesian Alternative to Synthetic Control for Comparative Case Studies Скачать
Elizabeth Ogburn: Social network dependence, unmeasured confounding, and the replication crisis Скачать
Hyunseung Kang: Inferring Treatment Effects After Testing Instrument Strength in Linear Models Скачать