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two-way ANOVA

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Model Perspective
Model Perspective
Jul 15, 2022 · Fundamentals

How to Perform Two-Way ANOVA with Python’s statsmodels: Theory and Code

This article explains the theory behind two‑factor ANOVA, distinguishes cases with and without interaction, presents the mathematical model, and demonstrates a complete Python implementation using statsmodels, including data setup, model fitting, and interpretation of the ANOVA table.

Experimental designPythonstatistical analysis
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How to Perform Two-Way ANOVA with Python’s statsmodels: Theory and Code