SI 2015 Methods Lectures - Machine Learning for Economists
Susan Athey and Guido Imbens, Organizers
July 18, 2015
Royal Sonesta Hotel
Summer Institute 2015 master schedule
| Saturday, July 18 | ||
| 7am | Machine Learning for Economists | |
| 8 am |
Syllabus |
|
| 8:15 am | Slides | |
| 2015 |
Guido Imbens: Introduction to Supervised ML Concepts and Algorithms Video |
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| 2015 |
Guido Imbens: Prediction, Classification, and Applications Video |
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| 2015 |
Susan Athey: Machine Learning and Causal Inference Video |
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| 2015 |
Susan Athey: Unsupervised Learning: Applications to Networks and Text Mining Video |
|
| 2015 |
Background paper: Statistical Modeling: The Two Cultures |
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| 2015 | Background Paper: Top 10 algorithms in data mining | |