Stephen Bates: Causal Inference in Genetic Trio studies Published 2021-01-26 Download video MP4 360p Download video MP4 720p Recommendations 57:36 Part 08: Genetic Association Study Types and Family-Based Tests of Association 1:50:16 Introduction To Causal Inference And Directed Acyclic Graphs 1:08:39 Causal Inference in Single-cell Genomics (Yongjin Park, University of British Columbia) 57:58 Krikamol Muandet: A Measure-Theoretic Axiomatisation of Causality 1:06:54 Mats Stensrud & Aaron Sarvet: Interpretational errors in causal inference and how to avoid them 1:09:59 Raaz Dwivedi: Integrating Double Robustness into Causal Latent Factor Models 59:52 Ting Ye: Debiased Multivariable Mendelian Randomization 1:04:02 Victor Veitch: Linear Structure of (Causal) Concepts in Generative AI 15:19 Can Black Holes Unify General Relativity & Quantum Mechanics? 1:02:24 Maria Glymour: Evidence triangulation in dementia research 59:55 Elizabeth Tipton: Designing Randomized Trials to Predict Treatment Effects 25:53 trigonometry like you've never seen it 1:17:50 The Future of British Politics: In Conversation with Simon Heffer 48:51 Mihaela van der Schaar: The (Causal) Discovery Ladder: Unravelling Governing Equations and Beyond 1:06:28 Iván Díaz: Recanting twins: addressing intermediate confounding in mediation analysis 23:34 The Mystical Hermit of Alaska 1:06:03 Erica Moodie: Flexible modeling of adaptive treatment strategies for censored outcomes 1:01:21 Fan Yang: Mediation analysis with the mediator and outcome missing not at random 27:12 Chan Park: Single Proxy Control 1:02:00 Hyunseung Kang: Transfer Learning Between U.S. Presidential Elections Similar videos 59:34 Stephen Bates - Seminar - "Distribution-Free, Risk-Controlling Prediction Sets" 03:48 Which Causal Inference Method is the Best One? 08:30 1.4 - What Does Imply Causation? Randomized Control Trials 42:02 From causal inference to autoencoders, memorization & gene regulation - Caroline Uhler, MIT 57:15 A New Perspective on High-Dimensional Causal Inference 13:58 Study Designs in Causal Inference 1:10:49 Vanessa Didelez: Causal reasoning in survival and time-to-event analyses 1:06:49 Can AI Know What It Doesn't Know? – Dr. Stephen Bates (UC Berkeley) 12:45 Distribution-Free, Risk-Controlling Prediction Sets 55:05 Sara Magliacane: Domain adaptation by using causal inference 02:50 Justifying As-If Randomization: Causal Inference Bootcamp 52:54 Eyal Kazin - A Gentle Introduction To Causal Inference 1:03:01 Large-Scale Causal Inference in Biomedicine 1:04:04 AmirEmad Ghassami: Combining Experimental and Observational Data for Long-Term Causal Effects 29:37 PMAP 8521 • (7) Randomization and matching: (3) The "gold" standard 06:07 The Wedding 41:43 BEMC NOV 2021 - Sebastián Martínez - "Causal Inference in the Presence of Interference" 1:08:16 Qingyuan Zhao: Selection Bias in 2020 1:23:12 18 A Alexander Young, Gene Environment Correlation PART 1 More results