9 - Difference-in-Differences

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In the 9th week of the Introduction to Causal Inference online course, we cover difference-in-differences. Please post questions in the YouTube comments section.

0:00 Intro
0:50 Outline
1:14 Motivation
3:15 ATT Estimand
6:02 Overview of Differences-in-Differences
13:03 Time-Invariant Unobserved Confounding
14:40 Assumptions
24:28 Proof
27:48 Problems with Difference-in-Differences
  1. Brady Neal - Causal Inference
  2. causal inference
  3. causality
  4. online course
  5. course
  6. class
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9 - Difference-in-Differences 0:33:01

9 - Difference-in-Differences

9.4 - Problems 0:05:13

9.4 - Problems with Difference-in-Differences

PMAP 8521 • 0:02:35

PMAP 8521 • (8/9) Difference-in-differences I & II: (0) Introduction

9.3 - Difference-in-Differences 0:13:09

9.3 - Difference-in-Differences Assumptions and Proof

9.1 - Difference-in-Differences 0:06:03

9.1 - Difference-in-Differences Motivation and Preliminaries

PMAP 8521 • 0:15:18

PMAP 8521 • (8/9) Difference-in-differences I & II: (4) Diff-in-diff assumptions

9.2 - Difference-in-Differences 0:08:38

9.2 - Difference-in-Differences Overview

Difference-in-Differences method for 0:01:51

Difference-in-Differences method for policy evaluation

MBA vs MiM 0:58:48

MBA vs MiM - Key Differences, ROI, and Career Paths

An intuitive introduction 0:12:49

An intuitive introduction to Difference-in-Differences

Introduction to Differences-in-Differences 0:11:22

Introduction to Differences-in-Differences

PMAP 8521 • 0:21:42

PMAP 8521 • (8/9) Difference-in-differences I & II: (2) Interactions & regression

Econometrics - Difference 0:16:29

Econometrics - Difference in Differences

Difference-in-differences methods 0:16:18

Difference-in-differences methods

Causal Inference: A 0:26:38

Causal Inference: A Simple Difference-in-Difference Model

Difference in Difference 0:06:32

Difference in Difference : Data Science Concepts

PMAP 8521 • 0:14:14

PMAP 8521 • (8/9) Difference-in-differences I & II: (1) Quasi-experiments

IE:DPC, Ch09: Difference-in-Differences 0:18:30

IE:DPC, Ch09: Difference-in-Differences Example

Causal Inference -- 0:22:16

Causal Inference -- 17/23 -- Difference-in-Differences Basics I

Difference in Differences 0:10:42

Difference in Differences (The Effect, Videos on Causality, Ep 51)

14.6) Introduction to 0:03:19

14.6) Introduction to Difference-in-Differences (DiD)

Staggered Treatment in 0:09:02

Staggered Treatment in Difference-in-Differences (The Effects, Videos on Causality, Ep 56)

New in Stata 0:01:21

New in Stata 18: Heterogeneous difference in differences

Causality: Difference-in-Differences 0:11:10

Causality: Difference-in-Differences

Комментарии
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What would the prereqs be for this course? I'm getting a bit overwhelmed by the notation and not fully following all of the algebraic manipulations using P and E etc. Incredible lecture series though and learning an absolute tonne.

JOHNSMITH-verq
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For the questions in the lecture videos, may I know where I can find the answer for them? Some of them are hard for me so it would be great if there are some materials I can check them. Thanks!

tianyili
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Amazing lectures! I am learning so much in such a quick time. Thanks!
When is your book coming out? I’d want to get my hands on that :)


The slack channel seems to be closed for now. Any other way to get invited?

RobertKwapich
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would you attach the data for exercise

mohammedhassen
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hii, can you please confirm that did estimate = att ?

jayagupta
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Hi professor I hope you are doing well is it possible to send me data like this I will try to do it in stata

fgghdfg
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Very dense material, excessive and non intuitive use of notation..one could just as well read Woodridge and a host of research papers. If the goal of the course is to teach, I'm not sure this will teach anyone anything. The effort to parse the material is too much.

babyyoda