Introduces DM deviance residualization for jointly overdispersed count matrices that preserves sparsity, runs in constant time per entry, and generalizes multinomial residuals under a compositional null.
Analytic Pearson residuals for normalization of single-cell RNA- seq UMI data
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Deviance-style normalization for jointly overdispersed counts
Introduces DM deviance residualization for jointly overdispersed count matrices that preserves sparsity, runs in constant time per entry, and generalizes multinomial residuals under a compositional null.