Master of Science in Economics

STATISTICAL LEARNING

» Group Assignment
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» Textbook
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» 01. Introduction
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» 02. Linear Regression Model
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» 03. Model selection and evaluation
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» 04. Classification
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» 05. Regression and Smoothing Splines
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» 06. Local Polynomial Regression and Kernel Smoothing
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» 07. Additive Models, Regression and Classification Trees
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» Appendix: Tools for Data Analysis
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» Additional resources (Tutorials)
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» Lab 1
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» Lab 2
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» Lab 3
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» Lab 4
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» Lab 5
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» Lab 6
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» Week 1
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» Week 2
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» Week 3
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» Week 4
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» Week 5
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» Week 6
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