PMAP 8521 • Example: Diff-in-diff with R: 5: Diff-in-diff with regression

Demonstration of how to use interaction terms in regression to calculate a diff-in-diff estimate Download the data and see the polished code at https://evalf20.classes.andrewheiss.c...

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PMAP 8521 • Example: Diff-in-diff with R: 4: Diff-in-diff manually
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PMAP 8521 • Example: Diff-in-diff with R: 4: Diff-in-diff manually

PMAP 8521 • Example: Matching and IPW with R: 5: Inverse probability weighting
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PMAP 8521 • Example: Matching and IPW with R: 5: Inverse probability weighting

PMAP 8521 • Example: Regression discontinuity with R: 1: Getting started
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PMAP 8521 • Example: Regression discontinuity with R: 1: Getting started

Causality: Difference-in-Differences
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Causality: Difference-in-Differences

PMAP 8521 • Example: Diff-in-diff with R: 3: Exploratory data analysis
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PMAP 8521 • Example: Diff-in-diff with R: 3: Exploratory data analysis

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

Causal Inference: A Simple Difference-in-Difference Model
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Causal Inference: A Simple Difference-in-Difference Model

PMAP 8521 • Example: Regression discontinuity with R: 2: Sharp or fuzzy?
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PMAP 8521 • Example: Regression discontinuity with R: 2: Sharp or fuzzy?

Rolling Estimation Methods for Staggered Difference-in-Differences
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Rolling Estimation Methods for Staggered Difference-in-Differences

An intuitive introduction to Difference-in-Differences
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An intuitive introduction to Difference-in-Differences

Difference-in-Difference estimation in R
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Difference-in-Difference estimation in R

Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker
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Turing Award Winner: Disagreeing with Google, Postgres, Future Problems | Mike Stonebraker

PMAP 8521 • Example: Diff-in-diff with R: 2: Load and clean data
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PMAP 8521 • Example: Diff-in-diff with R: 2: Load and clean data

Propensity Score Analysis in R with Nearest Neighbor, Optimal Pair, and Optimal Full Matching
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Propensity Score Analysis in R with Nearest Neighbor, Optimal Pair, and Optimal Full Matching

Susan Athey: Synthetic Difference in Differences
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Susan Athey: Synthetic Difference in Differences

Difference-in-differences methods
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Difference-in-differences methods

Build Simple & Multiple Linear Regression Models in R | Step by Step Tutorial (2025)
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Build Simple & Multiple Linear Regression Models in R | Step by Step Tutorial (2025)

Difference in Difference : Data Science Concepts
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Difference in Difference : Data Science Concepts

Econometrics - Difference in Differences
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Econometrics - Difference in Differences

Quasi-experiments: difference-in-differences
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Quasi-experiments: difference-in-differences