Implements the TRUH test statistic for two sample testing under heterogeneity. TRUH incorporates the underlying heterogeneity and imbalance in the samples, and provides a conservative test for the composite null hypothesis that the two samples arise from the same mixture distribution but may differ with respect to the mixing weights.... [Read More]

What is NPEB? NPEB is a Non-Parametric Empirical Bayes estimation framework for compound estimation in the discrete linear exponential family, which includes a wide class of discrete distributions frequently arising from modern big data applications. The proposed framework directly estimates the Bayes shrinkage factor in the generalized Robbins’ formula via... [Read More]

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The SLIDE R package is an implementation of the Single Cell Linkage using Distance Estimation (SLIDE) algorithm (Sen et al), to be used to detect infectious reprogramming of cells in high dimentional flow cytometry data. The package contains one major function, slide(), which does the following: 1. Tells us which... [Read More]