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SPsimSeq

Bioc current

Semi-parametric simulation tool for bulk and single-cell RNA sequencing data

v1.22.0 · software · GPL-2

Release Lineage

Entered 3.12 · Oct 28, 2020

Current · Requires R 4.6

1.0 In 12 of 49 releases 3.23

Description

SPsimSeq uses a specially designed exponential family for density estimation to constructs the distribution of gene expression levels from a given real RNA sequencing data (single-cell or bulk), and subsequently simulates a new dataset from the estimated marginal distributions using Gaussian-copulas to retain the dependence between genes. It allows simulation of multiple groups and batches with any required sample size and library size.

Code

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Topics

Depended on by (2)

Bioconductor (2)

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