Download video

Double Machine Learning for Causal and Treatment Effects

40K views

Becker Friedman Institute University of Chicago

8 years ago

Double Machine Learning for Causal and Treatment Effects

Double Machine Learning for Causal and Treatment Effects

Double Machine Learning for Causal and Treatment Effects
39:30
Double Machine Learning for Causal and Treatment Effects
by Becker Friedman Institute University of Chicago
Double Machine Learning, Clearly Explained (Part 1)
22:25
Double Machine Learning, Clearly Explained (Part 1)
by AI, ML, SWE, Tech Expert
6.5 - Doubly Robust Methods, Matching, Double Machine Learning, and Causal Trees
7:35
6.5 - Doubly Robust Methods, Matching, Double Machine Learning, and Causal Trees
by Brady Neal - Causal Inference
Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R
1:00:47
Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R
by Online Causal Inference Seminar
Tutorial 3: Controlling for Text in Causal Inference with Double Machine Learning
1:02:07
Tutorial 3: Controlling for Text in Causal Inference with Double Machine Learning
by NLP and CSS 201: Beyond the Basics
Eric Tchetgen Tchetgen: Selective Machine Learning of Doubly Robust Functionals
57:00
Eric Tchetgen Tchetgen: Selective Machine Learning of Doubly Robust Functionals
by Online Causal Inference Seminar
How Biometry Shapes Clinical Trials
5:24
How Biometry Shapes Clinical Trials
by GCP-Mindset - All About Clinical Research
Double Machine Learning
5:27
Double Machine Learning
by Madina Kurmangaliyeva
Jin Tian: Estimating Identifiable Causal Effects through Double Machine Learning
1:05:07
Jin Tian: Estimating Identifiable Causal Effects through Double Machine Learning
by Online Causal Inference Seminar
Double Machine Learning, Clearly Explained (Part 2)
17:32
Double Machine Learning, Clearly Explained (Part 2)
by AI, ML, SWE, Tech Expert
Marc Ratkovic, \\
55:07
Marc Ratkovic, \\"Utilizing Machine Learning for Valid Causal Inference\\"
by Methods Colloquium
Machine learning for causal inference: Magic elixir or fool’s gold?
1:08:19
Machine learning for causal inference: Magic elixir or fool’s gold?
by University of Auckland | Waipapa Taumata Rau
3 Minutes to Understand Doubly Robust Estimation | Causal Inference Struggle
2:56
3 Minutes to Understand Doubly Robust Estimation | Causal Inference Struggle
by In Case of Econ Struggles
Naoki Egami, \\
58:33
Naoki Egami, \\"Causal Peer Effects Using Double Negative Controls for Unmeasured Network Confounding\\"
by Methods Colloquium
Causal machine learning with {DoubleML} Tutorial
2:24:21
Causal machine learning with {DoubleML} Tutorial
by useR! Conference
Causal Inference - EXPLAINED!
15:32
Causal Inference - EXPLAINED!
by CodeEmporium
Causal mediation analysis with double machine learning
1:02:32
Causal mediation analysis with double machine learning
by Monash Business School
Causal Inference with Machine Learning - EXPLAINED!
16:09
Causal Inference with Machine Learning - EXPLAINED!
by CodeEmporium