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Julia package for "FDR Control via Data Splitting for Testing-after-Clustering (arXiv: 2410.06451)"

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szcf-weiya/SplitClusterTest.jl

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SplitClusterTest.jl

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Julia package for

Wang, L., Lin, Y., & Zhao, H. (2024). False Discovery Rate Control via Data Splitting for Testing-after-Clustering (arXiv:2410.06451). arXiv. https://doi.org/10.48550/arXiv.2410.06451

The proposed approach addresses the double-dipping issue in testing-after-clustering tasks, particularly in single-cell data analysis, where the same data is used both for clustering (to identify cell types) and for testing (to select differentially expressed genes), which can inflate false positives.

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Julia package for "FDR Control via Data Splitting for Testing-after-Clustering (arXiv: 2410.06451)"

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