Bas Machielsen
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Random Effects Regression: A Mathematical Exposition

A post on random effects regression, comparing it to OLS and FE.

By Bas Machielsen

May 23, 2025

Geospatial Interpolation: Some Theory

Some theory about geospatial interpolation methods

By Bas Machielsen

December 5, 2024

Short Memo About Inverse Probability Weighting

A small derivation of the inverse probability-weighted estimator of the Average Treatment Effect on the Treated (ATT)

By Bas Machielsen

November 30, 2024

Sampling Variation in Linear Regression

A part of a 2-series blog post on sampling variation. Part II.

By Bas Machielsen

October 8, 2024

What is Sampling Variation?

A part of a 2-series blog post on sampling variation. Part I.

By Bas Machielsen

October 7, 2024

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My Personal Blog

On this page, I’ve gathered all of my blog posts. Some of them might serve merely as documentation, or as reminders, but others might take a more specific blog character. Subjects range from economics to data science to some of my teaching needs.

Written by Bas Machielsen @basss92

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