A simple guide to the use of Student’s t-test, Mann-Whitney U test, Chi-squared test, and Kruskal-Wallis test in biostatistics

In an age when machine learning and artificial intelligence are broadly employed, traditional statistics can still provide insightful information and results quickly and at a low computational cost. Statistics, in fact, offers many useful tools to researchers, including a series of univariate statis...

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Bibliographic Details
Published in:BioData mining 2025-08, Vol.18 (1), p.56-51, Article 56
Main Authors: Chicco, Davide, Sichenze, Andrea, Jurman, Giuseppe
Format: Article
Language:English
Subjects:
Algorithms
Artificial intelligence
Bioinformatics
Biomedical and Life Sciences
Biostatistics
Chi-square test
Chi-squared test
Computational Biology/Bioinformatics
Computer Appl. in Life Sciences
Data Mining and Knowledge Discovery
Diet
Expected values
Independent sample
Kruskal-Wallis test
Life Sciences
Machine learning
Mann-Whitney U test
Methodology
Normal distribution
Statistical analysis
Statistical significance
Statistical tests
Streaming media
Student’s t-test
Subscriptions
Variables
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