Econometrics Fundamentals
Curriculum
- 8 Sections
- 39 Lessons
- 10 Weeks
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- Introduction1
- Briefing on Econometric Principles and Practices7
- Comprehensive Lecture Notes on Foundational Econometrics4
- An Econometric Investigation into the Determinants of Major League Baseball Player Salaries: A Research Proposal5
- A Methodological Framework for Policy Evaluation using Pooled Cross-Sectional and Panel Data6
- 5.11.0 Introduction: The Challenge of Causal Inference in Policy Analysis
- 5.22.0 Foundational Data Structures for Longitudinal Analysis
- 5.33.0 Estimating Policy Effects with Pooled Cross-Sectional Data: The Difference-in-Differences Estimator
- 5.44.0 Addressing Unobserved Individual Heterogeneity with Panel Data
- 5.55.0 Model Selection Framework: Choosing Between Fixed and Random Effects
- 5.66.0 Conclusion: A Robust Toolkit for Evidence-Based Policy Evaluation
- The 6 Core Assumptions of Linear Regression: Your Guide to Reliable Results6
- Demystifying Probability: A Beginner's Digest for Econometrics6
- 7.1Introduction: Why Probability is Your Foundation
- 7.21. Understanding Random Variables: The Core Ingredients
- 7.32. Charting the Possibilities: PDF and CDF
- 7.43. Summarizing the Data Story: Key Statistics
- 7.54. Measuring Relationships Between Variables
- 7.6Conclusion: How These Concepts Fuel Econometrics
- Econometrics Study Guide4