Mercurial > repos > bimib > cobraxy

comparison COBRAxy/flux_to_map.py @ 321:a9d6e916ea6e draft

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Uploaded
author francesco_lapi
date Fri, 13 Jun 2025 15:08:52 +0000
parents 753347af8bc9
children 3f8336f8072d
comparison
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320:4628889348bf 321:a9d6e916ea6e
636 case "wilcoxon": 636 case "wilcoxon":
637 # Datasets should have same size 637 # Datasets should have same size
638 if len(dataset1Data) != len(dataset2Data): 638 if len(dataset1Data) != len(dataset2Data):
639 raise ValueError("Datasets must have the same size for Wilcoxon signed-rank test.") 639 raise ValueError("Datasets must have the same size for Wilcoxon signed-rank test.")
640 # Perform Wilcoxon signed-rank test 640 # Perform Wilcoxon signed-rank test
641 _, p_value = st.wilcoxon(dataset1Data, dataset2Data) 641 np.random.seed(42) # Ensure reproducibility since zsplit method is used
642 _, p_value = st.wilcoxon(dataset1Data, dataset2Data, zero_method="zsplit")
642 case "mw": 643 case "mw":
643 # Perform Mann-Whitney U test 644 # Perform Mann-Whitney U test
644 _, p_value = st.mannwhitneyu(dataset1Data, dataset2Data) 645 _, p_value = st.mannwhitneyu(dataset1Data, dataset2Data)
645 646
646 # Calculate means and standard deviations 647 # Calculate means and standard deviations