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Callaway and Sant'anna DD estimator
a story of differential timing and heterogeneity
scott cunningham
Mar 8, 2021
38
20
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Callaway and Sant'anna DD estimator
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CodeChella announcement
Details about the summer 2021 Diff-in-diff workshop
scott cunningham
May 26, 2021
15
16
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CodeChella announcement
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Continuous treatment DiD
An Application to abortion clinic closures
scott cunningham
Dec 31, 2021
22
10
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Continuous treatment DiD
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How can we know if paid search advertising works?
Addressing causal problems on major eBay and Facebook
scott cunningham
Mar 7, 2022
23
1
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How can we know if paid search advertising works?
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Three minimum wage papers walk into a bar...
A Cengiz, et al. (2019), Clemens and Strain (2021) and Callaway and Sant'anna (2021) explainer
scott cunningham
Sep 24, 2021
14
2
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Three minimum wage papers walk into a bar...
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Which variables do I need to control for?
Five types of variables, causal graphs and the backdoor criterion
scott cunningham
Feb 25
39
22
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Which variables do I need to control for?
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Illustrating the bias of TWFE in event studies
Pretty little horrible pictures!
scott cunningham
Feb 20, 2022
18
2
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Illustrating the bias of TWFE in event studies
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I asked GPT-4 to write three exam questions for a causal inference class, and then take it
Creative destruction in causal inference
scott cunningham
Mar 16
24
7
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I asked GPT-4 to write three exam questions for a causal inference class, and then take it
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Part 1: A Selected History of Quantitative Causal Inference
The Extraordinary Role of Data Workers and Data Theorists at Princeton and Harvard
scott cunningham
Jan 20
40
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Part 1: A Selected History of Quantitative Causal Inference
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Two Stage DiD and Taming the DiD Revolution
Gardner (2021) explainer
scott cunningham
Jun 2, 2021
10
4
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Two Stage DiD and Taming the DiD Revolution
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The Ongoing Role of Machine Learning Engineers and Data Scientists in Industry's Lucas Critique
A Theory of Growing Demand for Causal Inference in Industry
scott cunningham
Feb 9, 2022
12
5
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The Ongoing Role of Machine Learning Engineers and Data Scientists in Industry's Lucas Critique
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Why do economists so dislike "conditional independence"?
A humble theory from an economist
scott cunningham
Jan 4
25
11
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Why do economists so dislike "conditional independence"?
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