An intuitive introduction to Difference-in-Differences

Share this & earn $10
Doug McKee
Published at : 15 Nov 2021
168897 views
1528
39

Difference-in-Differences is one of the most widely applied methods for estimating causal effects of programs when the program was not implemented as a randomized controlled trial.

In this video I describe the situations where the method is applicable and give you the intuition behind it. I also explain how and why you might want to use regression to estimate diff-in-diff effects. Throughout, I talk about the key assumption required for the diff-in-diff estimate to be valid.

Intended audience: Folks who have had some exposure to linear regression models, but want to learn more statistical methods.

Difference In Differenceseconometricsstatistics

N i G H T S - Basic

N i G H T S - Basic

Favoured (Favored) - Planetshakers (Worship with lyrics)

Favoured (Favored) - Planetshakers (Worship with lyrics)

Grocery Shopping Hacks! Save BIG money (no coupons!) + How I grocery shop

Grocery Shopping Hacks! Save BIG money (no coupons!) + How I grocery shop

Tame Impala - On Track (Official Audio)

Tame Impala - On Track (Official Audio)

Class Instance

Class Instance

MUTEMATH - Cut and Glued (Extended Version)

MUTEMATH - Cut and Glued (Extended Version)

An attractive family (1962)

An attractive family (1962)

Compton Menace "Put On" Feat. Chris Brown (WSHH Exclusive - Official Music Video)

Compton Menace "Put On" Feat. Chris Brown (WSHH Exclusive - Official Music Video)

Off The Cuff with Saad Mohseni

Off The Cuff with Saad Mohseni

If You Really Wanna Go

If You Really Wanna Go

I Made A Giant 20-Pound Hot Dog • Tasty

I Made A Giant 20-Pound Hot Dog • Tasty

How to: Thread Upper lips and Eyebrow AT HOME | SIMMY GORAYA

How to: Thread Upper lips and Eyebrow AT HOME | SIMMY GORAYA

Periphery - Blood Eagle (Official Music Video)

Periphery - Blood Eagle (Official Music Video)

What is LEGISLATION? What does LEGISLATION mean? LEGISLATION meaning, definition & explanation

What is LEGISLATION? What does LEGISLATION mean? LEGISLATION meaning, definition & explanation

So There's A Lot Changing In Stick War 3 Beta..

So There's A Lot Changing In Stick War 3 Beta..

The Most Powerful Visualization Technique to Manifest Anything You Want in Life | Law of Attraction

The Most Powerful Visualization Technique to Manifest Anything You Want in Life | Law of Attraction

preceding

preceding

Opposites - Near And Far | Learning Songs For Kids And Children | Happy Kids

Opposites - Near And Far | Learning Songs For Kids And Children | Happy Kids

Profit

Profit

Some Meaning

Some Meaning

Something You Should Always Have with You

Something You Should Always Have with You

Don’t Look Up | Exclusive Clip: “Sit Tight and Assess” | Netflix

Don’t Look Up | Exclusive Clip: “Sit Tight and Assess” | Netflix

👶 ANSU, GAVI, ERIC... YOUNGSTERS VS REAL MADRID 🚨

👶 ANSU, GAVI, ERIC... YOUNGSTERS VS REAL MADRID 🚨

The Weeknd - Take My Breath (Official Music Video)

The Weeknd - Take My Breath (Official Music Video)

Numberblock Nine Hundred Seventy Million One Thousand and Forty!

Numberblock Nine Hundred Seventy Million One Thousand and Forty!

Prince Family   Now We Up Lyrics

Prince Family Now We Up Lyrics

Gutter Brothers - House Of Ill Repute

Gutter Brothers - House Of Ill Repute

Bugoy na Koykoy - Tanga Akin To (Lyrics)

Bugoy na Koykoy - Tanga Akin To (Lyrics)

Outcomes Upper Intermediate Unit 1 - Entertainment

Outcomes Upper Intermediate Unit 1 - Entertainment

Irrespective Of

Irrespective Of

5D Healing & Hybrid Beings w/ Kimberly Meredith & Alan Steinfeld

5D Healing & Hybrid Beings w/ Kimberly Meredith & Alan Steinfeld

These Teams Have NEVER had the 1st OVERALL Pick

These Teams Have NEVER had the 1st OVERALL Pick

8 Signs Someone Is Using You

8 Signs Someone Is Using You

POP IT! RICH VS BROKE || How To Become Popular Funny Situations By Avocado Couple

POP IT! RICH VS BROKE || How To Become Popular Funny Situations By Avocado Couple

"Previously on ..."

"Previously on ..."

Mary: The Assumption

Mary: The Assumption

Reward | Josh Yeoh

Reward | Josh Yeoh

MAKING A CHAIR OUT OF A TIRE - DIY TIME HARGEISA SOMALILAND 2021

MAKING A CHAIR OUT OF A TIRE - DIY TIME HARGEISA SOMALILAND 2021

Stk - Guide - Official Audio Release

Stk - Guide - Official Audio Release

Сорок первый (FullHD, драма, реж. Григорий Чухрай, 1956 г.)

Сорок первый (FullHD, драма, реж. Григорий Чухрай, 1956 г.)

Australia to consider leasing or buying existing submarines from the US, UK

Australia to consider leasing or buying existing submarines from the US, UK

Peers and Polasek Face Rublev and Karatsev | 2021 Indian Wells Doubles Final Highlights

Peers and Polasek Face Rublev and Karatsev | 2021 Indian Wells Doubles Final Highlights

#GabbyPetito recovered, #KyleJennBethune helped find her, #BrianLaundrie, BillCannon #PhilGrimaldi

#GabbyPetito recovered, #KyleJennBethune helped find her, #BrianLaundrie, BillCannon #PhilGrimaldi

Marrickville Based Electrician Offers A Wide Array Of Light Installation Services

Marrickville Based Electrician Offers A Wide Array Of Light Installation Services

Spectacular Spider-Man (2008) Black suit perks and drawbacks

Spectacular Spider-Man (2008) Black suit perks and drawbacks

4 November 2021 รั้วของชาติค้าอาวุธ ยุติธรรมก็อื้อฉาว สร้างภาพชูคอสูงส่ง เบื้องหลังโสมมไร้ศักดิ์ศรี

4 November 2021 รั้วของชาติค้าอาวุธ ยุติธรรมก็อื้อฉาว สร้างภาพชูคอสูงส่ง เบื้องหลังโสมมไร้ศักดิ์ศรี

This Car Is Hotter Than The Singles In Your Area

This Car Is Hotter Than The Singles In Your Area

MILD - กรรมตามสนอง | (OFFICIAL AUDIO)

MILD - กรรมตามสนอง | (OFFICIAL AUDIO)

11 Grossly Satisfying Beauty Treatments For Better Skin

11 Grossly Satisfying Beauty Treatments For Better Skin