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This course covers empirical strategies for applied micro research questions.

0

3

English

English [CC]

FREE

Description

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 content

    • Regression Recap Unlimited
    • Matching Unlimited
    • Instrumental Variables: Constant Effects 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

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Instructor

Massachusetts Institute of Technology
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