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Econometrics Puzzler #1: To Instrument or Not?
Welcome to the first installment of the Econometrics Puzzler, a new series of shorter posts that will test and strengthen your econometric intuition. Here’s the format: I’ll pose a question that requires only introductory econometrics knowledge, but has an unexpected answer.
Last updated on Jul 13, 2025
7 min read
Not Quite the James-Stein Estimator
If you study enough econometrics or statistics, you’ll eventually hear someone mention “Stein’s Paradox” or the “James-Stein Estimator”. You’ve probably learned in your introductory econometrics course that ordinary least squares (OLS) is the best linear unbiased estimator (BLUE) in a linear regression model under the Gauss-Markov assumptions.
Frank DiTraglia
Last updated on Aug 10, 2024
33 min read
shrinkage
,
decision theory
How to Do Regression Adjustment
By the end of a typical introductory econometrics course students have become accustomed to the idea of “controlling” for covariates by adding them to the end of a linear regression model.
Frank DiTraglia
Last updated on Aug 2, 2024
24 min read
treatment effects
Is it better to improve sensitivity or specificity?
Here’s a slightly unusual exercise on the topic of Bayes’ Theorem for those of you teaching or studying introductory probability. Imagine that you’re developing a diagnostic test for a disease.
Frank DiTraglia
Last updated on Jul 25, 2024
9 min read
probability
,
teaching
How to Read an Econometrics Paper
Reading and understanding econometrics papers can be hard work. Most published articles, even review articles, are written by specialists for specialists. Unless you’re already familiar with the literature, it can be a real uphill battle to make it through a recent paper.
Last updated on Jul 20, 2024
10 min read
econometrics
,
research skills
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