---
title: "Discussion on \"Simpson's Paradox - Why We Need Multi Level Modelling\" | Hashnode"
description: "Discussion on \"Simpson's Paradox - Why We Need Multi Level Modelling\". Explore Simpson's Paradox and discover how multi-level modeling helps reveal true relationships in hierarchical data. Avoid misleading conclusions"
url: "https://hashnode.com/posts/simpsons-paradox-why-we-need-multi-level-modelling/69849c5d420873bc9254e9f3"
---

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# [Simpson's Paradox - Why We Need Multi Level Modelling](https://advanced-data-professionals.hashnode.dev/simpsons-paradox-why-we-need-multi-level-modelling?utm_source=hashnode&utm_medium=feed)

Explore Simpson's Paradox and discover how multi-level modeling helps reveal true relationships in hierarchical data. Avoid misleading conclusions

Feb 5 · 5 min read · advanced-data-professionals.hashnode.dev  
Updated Jul 4  
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-   [#multi-level-modelling](https://hashnode.com/tag/multi-level-modelling)

## Written by

[Stat Hacks](https://hashnode.com/@stathacks)

@stathacks

  
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Simplifying Statistics and Data Science

Data Scientist (former Statistician) with a Psychology background. I create clear, practical content that makes statistics easy to understand.

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