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SI 2015 Methods Lectures - Machine Learning for Economists
Organized by Susan Athey and Guido Imbens July 18, 2015 Royal Sonesta Hotel |
| Saturday, July 18 | |
| 7am |
Machine Learning for Economists
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| 8 am | |
| 8:15 am | |
| 2015 |
Guido Imbens: Introduction to Supervised ML Concepts and Algorithms Video |
| 2015 |
Guido Imbens: Prediction, Classification, and Applications Video |
| 2015 |
Susan Athey: Machine Learning and Causal Inference Video |
| 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
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