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Auditing donor influence in pseudobulk analysis8 days ago
Introduction | Related work and scope | Installation | Aggregate single-cell counts | Construct an auditable example | Review the design before fitting | Fit and inspect the ledger | Output dictionary | Inspect figures | Report missing coverage, design failure and valid effects together | Reproduce a real single-nucleus example | Read the donor-deletion results | Method and data references | Session information
Leakage-aware biomarker panel discovery29 days ago
Why nested validation is necessary | Synthetic example | Interpreting the two models | Candidate fallback
Leakage-aware biomarker panel discovery1 months ago
Why nested validation is necessary | Synthetic example | Interpreting the two models | Candidate fallback