Md Moshi Ul Alam
Md Moshi Ul Alam
Assistant Professor of Economics
Clark University
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Introduction to Econometrics

Modified

November 20, 2025

Course Information

Download Syllabus

Also see Resources for Students

Lecture Slides

All R-scripts, R-markdown files, and data files for the lectures will be uploaded on Canvas. Some simulations and estimations are within the lecture slides.

  1. Introduction to R
  2. Statistical Review & Population Concepts
  3. Simple Linear Regressions
  4. Multiple Linear Regressions
  5. More on MLR
  6. Inference in Regression Models
  7. Heteroskedasticity & Serial Correlation [Discussion section]
  8. Potential Outcomes
  9. Randomized Controlled Trials
  10. Instrumental Variables, 2SLS & HTE
  11. Panel Data and FE, TWFE
  12. Difference-in-Differences
  13. Regression Discontinuity Designs
  14. Course Summary

Problem Sets

Problem Set 1 (Due Sep 18)
Assignment | Solutions

Problem Set 2 (Due Oct 5)
Assignment | Solutions

Problem Set 3 (Due Oct 31)
Assignment

Problem Set 4 (Due Nov 16)
Assignment | Solutions

Problem Set 5 (Due Dec 1)
Assignment |