feat: Add biomedical statistical analysis module with Wilcoxon and Mann-Whitney tests#13541
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Brijesh03032001 wants to merge 2 commits intoTheAlgorithms:masterfrom
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feat: Add biomedical statistical analysis module with Wilcoxon and Mann-Whitney tests#13541Brijesh03032001 wants to merge 2 commits intoTheAlgorithms:masterfrom
Brijesh03032001 wants to merge 2 commits intoTheAlgorithms:masterfrom
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…nn-Whitney tests - Implement Wilcoxon Signed-Rank Test for paired data analysis - Implement Mann-Whitney U Test for independent group comparisons - Add comprehensive text-based visualization utilities - Include 5 detailed biomedical examples with real-world scenarios - Provide extensive documentation and theory explanations - Support effect size calculations and statistical interpretations - Pure Python implementation with no external dependencies Addresses common non-parametric statistical needs in biomedical research including clinical trials, drug studies, and diagnostic biomarker analysis.
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🧬 Biomedical Statistical Analysis Module
This PR adds a comprehensive biomedical statistics module implementing non-parametric statistical tests commonly used in medical research.
📊 Features Added:
🔬 Use Cases:
✅ Quality Assurance:
📁 Files Added:
Biomedical/__init__.py- Module initializationBiomedical/wilcoxon_test.py- Wilcoxon implementationBiomedical/mann_whitney_test.py- Mann-Whitney implementationBiomedical/statistical_visualizations.py- Visualization utilitiesBiomedical/examples.py- Comprehensive examplesBiomedical/README.md- DocumentationContributing to: Hacktoberfest 2025 🎃