1.1 - Intro and Outline of A Brief Introduction to Causal Inference
2:47
YouTubeBrady Neal - Causal Inference
1.1 - Intro and Outline of A Brief Introduction to Causal Inference
In this part of the Introduction to Causal Inference course, we introduce and outline the first talk of the course: "A Brief Introduction to Causal Inference." Please post questions in the YouTube comments section. Introduction to Causal Inference Course Website: causalcourse.com Course Lectures Playlist: https://www.youtube.com/watch?v ...
89.9K viewsAug 23, 2020
Causal inference Definition
14. Causal Inference, Part 1
1:18:43
14. Causal Inference, Part 1
YouTubeMIT OpenCourseWare
161.5K viewsOct 22, 2020
Causal Inference -- 1/23 -- Basics of Research Design I
45:44
Causal Inference -- 1/23 -- Basics of Research Design I
YouTubeIntuitive MetriX – Ben Elsner
26.2K viewsDec 7, 2021
15. Causal Inference, Part 2
1:02:17
15. Causal Inference, Part 2
YouTubeMIT OpenCourseWare
34.6K viewsOct 22, 2020
Top videos
1 - A Brief Introduction to Causal Inference (Course Preview)
42:11
1 - A Brief Introduction to Causal Inference (Course Preview)
YouTubeBrady Neal - Causal Inferenc
73.9K viewsAug 24, 2020
Causal Inference - EXPLAINED!
15:32
Causal Inference - EXPLAINED!
YouTubeCodeEmporium
84.9K viewsJan 3, 2022
Lecture 4 - Causal inference methods
2:39:04
Lecture 4 - Causal inference methods
YouTubethomas vigié
267 viewsJun 15, 2021
Causal inference Applications
Hajime Takeda - Introduction to Causal Inference with Machine Learning | SciPy 2024
30:39
Hajime Takeda - Introduction to Causal Inference with Machine Learning | SciPy 2024
YouTubeSciPy
1.2K viewsAug 21, 2024
Tutorial | Bayesian causal inference: A critical review and tutorial (Standard Format)
1:47:18
Tutorial | Bayesian causal inference: A critical review and tutorial (Standard Format)
YouTubeHarvard Data Science Initiativ
593.6K viewsMar 9, 2024
Robust Causal Inference using Double/Debiased Machine Learning: A Guide for Empirical Research
1:22:29
Robust Causal Inference using Double/Debiased Machine Learning: A Guide for Empirical Research
YouTubeMZES Methods Bites
1.4K views11 months ago
1 - A Brief Introduction to Causal Inference (Course Preview)
42:11
Find in video from 0:00Introduction to Causal Inference
1 - A Brief Introduction to Causal Inference (Course Preview)
73.9K viewsAug 24, 2020
YouTubeBrady Neal - Causal Inference
Causal Inference - EXPLAINED!
15:32
Find in video from 03:25Challenges in Causal Inferencing
Causal Inference - EXPLAINED!
84.9K viewsJan 3, 2022
YouTubeCodeEmporium
Lecture 4 - Causal inference methods
2:39:04
Lecture 4 - Causal inference methods
267 viewsJun 15, 2021
YouTubethomas vigié
14. Causal Inference, Part 1
1:18:43
Find in video from 12:17Inference and Causal Inference
14. Causal Inference, Part 1
161.5K viewsOct 22, 2020
YouTubeMIT OpenCourseWare
15. Causal Inference, Part 2
1:02:17
Find in video from 00:21Introduction to Causal Inference
15. Causal Inference, Part 2
34.6K viewsOct 22, 2020
YouTubeMIT OpenCourseWare
Causal Inference -- 1/23 -- Basics of Research Design I
45:44
Find in video from 05:00Traditional vs. Equal Methods
Causal Inference -- 1/23 -- Basics of Research Design I
26.2K viewsDec 7, 2021
YouTubeIntuitive MetriX – Ben Elsner
Hajime Takeda - Introduction to Causal Inference with Machine Learning | SciPy 2024
30:39
Find in video from 01:50Causal Inference
Hajime Takeda - Introduction to Causal Inference with Machine Le…
1.2K viewsAug 21, 2024
YouTubeSciPy
16:09
Find in video from 0:00Introduction to Causal Inference
Causal Inference with Machine Learning - EXPLAINED!
48.7K viewsJan 24, 2022
YouTubeCodeEmporium
24:12
Find in video from 0:00Introduction to Causal Inference
An introduction to Causal Inference with Python – making accurate est…
17K viewsAug 22, 2023
YouTubePyCon AU
30:07
Find in video from 0:00Introduction to Causal Inference
View Webinar: Causal Inference Methods for Real-World Evidence
7.7K viewsJan 22, 2021
YouTubeRTI Health Solutions
26:38
Find in video from 00:04Introduction to Causal Inference
Causal Inference: A Simple Difference-in-Difference Model
67.3K viewsJun 6, 2021
YouTubeMike Jonas Econometrics
23:32
Find in video from 08:11Regression Method
Regression and Matching | Causal Inference in Data Science Part 1
39.9K viewsJan 5, 2022
YouTubeEmma Ding
1:47:18
Find in video from 0:00Introduction to Bayesian Causal Inference
Tutorial | Bayesian causal inference: A critical review and tutorial (Stan…
593.6K viewsMar 9, 2024
YouTubeHarvard Data Science Initiative
7:50
Data Science Tutorial: The Event Study -- A powerful causal inferen…
864 views7 months ago
YouTubeJonathan.Interviews
22:16
Find in video from 00:32Studies that use this method
Causal Inference -- 17/23 -- Difference-in-Differences Basics I
3.6K viewsDec 7, 2021
YouTubeIntuitive MetriX – Ben Elsner
6:26
Find in video from 01:11Definition of a Causal Mechanism
4.3 - Causal Mechanisms and the Modularity Assumption
10.8K viewsSep 21, 2020
YouTubeBrady Neal - Causal Inference
48:29
Find in video from 0:00Introduction to Causal Inference
4 - Causal Models
22.6K viewsSep 21, 2020
YouTubeBrady Neal - Causal Inference
13:59
10.4 - The PC Algorithm for Causal Discovery
17.8K viewsNov 9, 2020
YouTubeBrady Neal - Causal Inference
1:16:58
Find in video from 44:12Identify causal effect using properties of the formal causal graph
Foundations of causal inference and its impacts on machine learning w…
26.5K viewsMar 29, 2021
YouTubeMicrosoft Research
51:12
Find in video from 0:00Introduction to Causal Discovery
10 - Causal Discovery from Observational Data
12.8K viewsNov 9, 2020
YouTubeBrady Neal - Causal Inference
1:47:04
Introduction to Causal Inference: Propensity Score Analysis in Heal…
2.2K viewsJun 3, 2020
YouTubePopulation Data BC
2:23
Find in video from 00:32Causal Edges Assumption
3.9 - The Flow of Association and Causation in Graphs
8.6K viewsSep 14, 2020
YouTubeBrady Neal - Causal Inference
1:22:29
Robust Causal Inference using Double/Debiased Machine Learnin…
1.4K views11 months ago
YouTubeMZES Methods Bites
7:35
Find in video from 0:00Introduction to Causal Methods
6.5 - Doubly Robust Methods, Matching, Double Machine Learni…
17.2K viewsOct 5, 2020
YouTubeBrady Neal - Causal Inference
2:37:05
2021 Methods Lectures: Causal Inference Using Synthetic Control…
18.4K viewsAug 11, 2021
YouTubeNBER
11:58
Find in video from 02:51Measuring Causal Effects in Observational Studies
1.5 - Causation in Observational Studies
26.9K viewsAug 23, 2020
YouTubeBrady Neal - Causal Inference
3:10
What Are The Main Causal Inference Methods? - The Friendly Statistician
8 views3 months ago
YouTubeThe Friendly Statistician
2:36
What Is Causal Inference? - Philosophy Beyond
2 views4 months ago
YouTubePhilosophy Beyond
4:28
Find in video from 0:00Introduction to Causal Diagrams
Causal Diagrams - Causal Inference
2.5K viewsNov 23, 2020
YouTubeData Talks
See more videos
Static thumbnail place holder