Table 6 Choice of \(\alpha\) and corresponding estimated number of communities \({\hat{K}}_{\alpha }\) for different values of tolerance ratio \(\eta\) across various choices of correlation threshold \(\gamma\) for the scRNA-seq data
From: Selecting a significance level in sequential testing procedures for community detection
Correlation threshold (\(\tau\)) | Â | 0.3 | Â | Â | 0.5 | Â | Â | 0.7 | Â |
|---|---|---|---|---|---|---|---|---|---|
Tolerance ratio (\(\gamma\)) | 0.5 | 1 | 2 | 0.5 | 1 | 2 | 0.5 | 1 | 2 |
Significance level (\(\alpha\)) | 0.05 | 0.03 | 0.01 | 0.04 | 0.04 | 0.01 | 0.05 | 0.03 | 0.02 |
Estimated \(\#\) communities (\({\hat{K}}_{\alpha }\)) | 7 | 7 | 6 | 9 | 8 | 7 | 9 | 9 | 7 |