Imputing Missing Data: Techniques and Trade-Offs

Exploring the wide range of data imputation strategies and their hidden costs.

Ulas Can Cengiz
10 min readMay 24, 2023

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Photo by Brett Jordan on Unsplash

Welcome to the ubiquitous world of missing data! A world that every data scientist, no matter their industry, will inevitably encounter. It’s a universal challenge, affecting fields as diverse as healthcare, finance, social sciences, and everything in…

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