Estimating Difference in Differences (The Effect, Videos on Causality, Ep 53)

preview_player
Показать описание

The Effect is a book about research design and causal inference. How can we use data to learn about the world? How can we answer questions about whether X causes Y even if we can't run a randomized experiment? The book covers these things and plenty more. These videos are meant to accompany the book, although they can also be viewed on their own.

This video relates to material found in Chapter 18 of the book.

Alright, so we've got the concept behind difference-in-differences down. But how can we actually estimate an effect using this design? This video goes through a few different ways.
  1. Econometrics, Causality, and Coding with Dr. HK
Рекомендации по теме
Estimating Difference in 0:10:14

Estimating Difference in Differences (The Effect, Videos on Causality, Ep 53)

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

Difference-in-Differences method for policy evaluation

Identification, Part 4: 0:04:25

Identification, Part 4: Differences-in-differences / Natural Experiment

Policy Analysis I: 0:07:22

Policy Analysis I: Difference-in-Differences Estimation

An intuitive introduction 0:12:49

An intuitive introduction to Difference-in-Differences

Estimating Whole Number 0:07:38

Estimating Whole Number Sums & Differences | Addition & Subtraction Estimation | Math with M...

Subtraction: Estimating Differences 0:05:05

Subtraction: Estimating Differences Grade 3 - United 4 Math

Estimate differences|How to 0:02:00

Estimate differences|How to estimate differences|Estimating the difference|Differences estimation

Difference in Differences 0:06:58

Difference in Differences Estimation in Stata

First Differences estimator 0:08:55

First Differences estimator

An intuitive tutorial 0:10:39

An intuitive tutorial of Difference-in-Differences (DID) estimator model With R

DIFFERENCE IN DIFFERENCES 0:10:57

DIFFERENCE IN DIFFERENCES | Econometrics | Maths with Meg

Basic Difference-in-Differences Method 0:12:00

Basic Difference-in-Differences Method (DID) | Estimation Methods | Stata Tutorials Topic 42

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

Introduction to Differences-in-Differences

Estimate Differences Using 0:06:04

Estimate Differences Using Rounding and Compatible Numbers | Grade 3

Estimate Differences to 0:02:45

Estimate Differences to the Nearest Ten / My Growing Brain

Difference-in-differences methods 0:16:18

Difference-in-differences methods

Estimate Fraction Sums 0:03:57

Estimate Fraction Sums and Differences. Grade 5

Estimating Whole Number 0:08:16

Estimating Whole Number Differences | Subtraction Estimation | Math with Mr. J

Difference-in-Difference-in-Differences Method (DDD) 0:11:22

Difference-in-Difference-in-Differences Method (DDD) | Estimation Methods | Stata Tutorials Topic 43

Causal Inference: A 0:26:38

Causal Inference: A Simple Difference-in-Difference Model

The Intuitive Guide 0:12:37

The Intuitive Guide to Difference in Differences Estimation

Estimating Differences 0:05:11

Estimating Differences

Data Science Research 0:45:52

Data Science Research Methods: Differences-in-differences estimation

Комментарии
Автор

Hi, can you please explain Difference-in-Discontinuities (DiDC)

tankisolefeta
Автор

Hey! I really enjoy your videos, keep going! As a political scientists, however, I lack some understanding in econometrics and just discover the subject area. Could you say something about using DiD with a non-linear model? In my case, I use survey data and my dependent variable is on an ordinal scale. Would that at all be possible to implement given the case that the parallel trends assumption is supported?

juliuskasberger