Susan Athey Guest Talk - Estimating Heterogeneous Treatment Effects Published 2020-10-09 Download video MP4 360p Download video MP4 720p Recommendations 1:00:30 7 - Unobserved Confounding, Bounds, and Sensitivity Analysis 57:10 Conditional Average Treatment Effects: Overview 23:47 Bayesian Causal inference: why you should be excited 05:55 How Random Forests make predictions 09:36 Warren Buffett explains why Berkshire reduced its big Apple stake 1:04:43 Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R 34:26 Michael Johns: Propensity Score Matching: A Non-experimental Approach to Causal... | PyData NYC 2019 1:07:09 Susan Athey: Synthetic Difference in Differences 1:16:58 Foundations of causal inference and its impacts on machine learning webinar 36:50 Conditional Average Treatment Effects: Forests 56:29 PyMCon Web Series - Bayesian Causal Modeling - Thomas Wiecki 2:01:58 Bayesian Inference is Just Counting 23:41 Lightning Talk: Deep Causal Learning 09:11 Estimating Heterogeneous Treatment Effects (The Effect, Videos on Causality, Ep 66) 45:55 Susan Athey, "Machine Learning and Causal Inference for Policy Evaluation" 06:56 Average Treatment Effects: Causal Inference Bootcamp 39:49 Causal Inference in Data Science From Prediction to Causation by Amit Sharma | DataEngConf NYC '16 41:43 Average Treatment Effects: Double Robustness 32:37 ITE inference - meta-learners for CATE estimation 1:00:06 Inverse probability of exposure & censoring weights | Xiaojuan Li, PhD | Sep 30, 2021 Similar videos 41:50 Solving Heterogeneous Estimating Equations Using Forest Based Algorithms 21:41 Conditional Average Treatment Effects: Trees 3:28:55 AI and Causality: Estimating Heterogeneous Treatment Effects, Interpretability and Explainability 47:39 Causal Inference -- 10/23 -- Heterogeneous Treatment Effects and Target Parameters (ATE, ATT, etc) 57:02 [한글자막] Susan Athey Guest Talk Estimating Heterogeneous Treatment Effects 1:02:57 MLHC 2020: Panel Discussion - Heterogeneous Treatment Effect Estimation 19:32 Robust Estimation of Treatment Heterogeneity 06:58 Discovery of Heterogeneous Treatment Effects from Trials for Cardiovascular Disease | Van Le 1:02:26 IDSS Distinguished Seminar Speaker Susan Athey - Spring 2018 10:17 Treatment Effects (The Effect, Videos on Causality, Ep. 21) 1:19:04 Dr. Susan Athey: The Impact of Digital Intermediaries on Product Quality 55:11 BayLearn2020 Keynote: Causal Inference: Design & Analysis of Experiments - Prof. Susan Athey 25:47 Susan Athey on Academic and Business Partnerships 40:33 Invited Talk by Prof. Susan Athey at CVPR 2021 CiV Workshop More results