DAssemble

Ensemble Models for Differential Analysis

Bioconductor version: 3.24 · Package version: 0.99.4

The DAssemble package implements an ensemble framework for differential-abundance and differential-expression analysis across bulk RNA-seq, single-cell RNA-seq, and microbiome studies. It wraps a collection of popular DA/DE methods as core methods and combines them via Cauchy Combination Tests (CCT), optionally augmented by simple enhancers such as Wilcoxon, Kolmogorov–Smirnov, and presence–absence logistic regression.

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("DAssemble")