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one-way ANOVA

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Model Perspective
Model Perspective
Dec 10, 2022 · Fundamentals

How to Perform One-Way ANOVA in SPSS: Step‑by‑Step Guide with Real Data

This article explains how to use SPSS to conduct a one‑way ANOVA, walks through a clinical case with ALT measurements, shows the required SPSS settings, interprets descriptive and post‑hoc results, and provides guidance for writing the final statistical conclusion.

ALT levelsPost-hoc testsSPSS
0 likes · 10 min read
How to Perform One-Way ANOVA in SPSS: Step‑by‑Step Guide with Real Data
Model Perspective
Model Perspective
Nov 12, 2022 · Fundamentals

How to Perform One-Way ANOVA in Python: Theory, Example, and Code

This article explains the concept of one‑factor (one‑way) ANOVA, walks through a lamp‑life example with four manufacturing processes, derives the within‑ and between‑group sum‑of‑squares formulas, and shows how to execute the test in Python using statsmodels.

ANOVAPythonhypothesis testing
0 likes · 6 min read
How to Perform One-Way ANOVA in Python: Theory, Example, and Code
Model Perspective
Model Perspective
Jul 11, 2022 · Fundamentals

How to Perform One-Way ANOVA in Python: A Step-by-Step Guide

This article explains the concept of one‑way ANOVA, walks through a real‑world example comparing four manufacturing processes, and demonstrates how to conduct the analysis in Python using statsmodels, interpreting the resulting F‑statistic and p‑value to assess significance.

ANOVAPythonhypothesis testing
0 likes · 6 min read
How to Perform One-Way ANOVA in Python: A Step-by-Step Guide