Robust Causal Inference Using Double/debiased Machine Learning: A Guide For Empirical Research

2025 1:22:29
Synopsis
2024-09-18 | Input Talk | Achim Ahrens Abstract Motivated by their robustness to partially unknown functional forms, supervised ...

You Might Also Like

6.5 - Doubly Robust Methods, Matching, Double Machine Learning, and Causal Trees 7:35
6.5 - Doubly Robust Methods, Matching, Double Machine Learni...
2021
Causal Inference - EXPLAINED! 15:32
Causal Inference - Explained!
2022
Doubly Robust Estimation DEMYSTIFIED in 3 Minutes 2:56
Doubly Robust Estimation Demystified In 3 Minutes
2024
Double Machine Learning for Causal and Treatment Effects 39:30
Double Machine Learning For Causal And Treatment Effects
2017
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 Dou...
2024
Statistical vs. Causal Inference: Causal Inference Bootcamp 4:51
Statistical Vs. Causal Inference: Causal Inference Bootcamp
2016
SMARTICON Machine Learning vs Causal Inference 3:33
Smarticon Machine Learning Vs Causal Inference
2026
14. Causal Inference, Part 1 1:18:43
14. Causal Inference, Part 1
2021
Edward Kennedy: Optimal doubly robust estimation of heterogeneous causal effects 1:02:46
Edward Kennedy: Optimal Doubly Robust Estimation Of Heteroge...
2021
Machine Learning for Casual Inference 1:02:30
Machine Learning For Casual Inference
2022
Full Tutorial: Causal Machine Learning in Python (Feat. Uber's CausalML) 2:03:59
Full Tutorial: Causal Machine Learning In Python (feat. Uber...
2024
Download Options
Choose a download method below. All links open in new tabs.
Service Features Action
Ssvid
MP4 & MP3 • HD Quality • Browser Extension Available
Download
SaveFrom
MP4 & MP3 • HD Quality • Browser Extension Available
Download
Security Notice: These are third-party services. We recommend using antivirus software and being cautious of pop-up ads.