FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

This course covers empirical strategies for applied micro research questions.

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Massachusetts Institute of Technology

September 19, 2022

UK

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Last updated:

September 19, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

This course covers empirical strategies for applied micro research questions.

Our agenda includes regression and matching, instrumental variables, differences-in-differences, regression discontinuity designs, standard errors, and a module consisting of 8–9 lectures on the analysis of high-dimensional data sets a.k.a. “Big Data”.

Course Curriculum

  • Regression Recap Notes Unlimited
  • Matching Notes Unlimited
  • Constant Effects Notes Unlimited
  • Instrumental Variables (Take 2) Unlimited
  • Prediction and Confidence Intervals with a Large Number of Covariates (“Big P”) Unlimited
  • Analysis with Large Samples Sizes (“Big N”) Unlimited
    • Expectations, Regression, and Controls Unlimited
    • Probits, Logits, and 2SLS Unlimited
    • LATEs, Differences, and Changes Unlimited

About the instructor

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Massachusetts Institute of Technology