Data-Based Economics

Schedule

Date Title
Jan 15, 2025 Introduction
Jan 21, 2025 Dataframes
Jan 29, 2025 Linear Regression
Feb 5, 2025 Multiple Regression
Feb 12, 2025 Introduction to Instrumental Variables
Feb 19, 2025 Introduction to Machine Learning
Mar 4, 2025 Introduction to Machine Learning (2)
Mar 25, 2025 Text Analysis
Apr 1, 2025 Intro to Large Language Models
Apr 8, 2025 Final Exam 🤞
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Evaluation

  • Coursework (50%)
    • a little replication exercise to do in small groups (2/3 students max)
  • Final exam (in-class and on computers) (50%)
    • an MCQ part about the theory
    • simple coding exercises