SPsimSeq
Bioc currentSemi-parametric simulation tool for bulk and single-cell RNA sequencing data
Release Lineage
Entered 3.12 · Oct 28, 2020
Current · Requires R 4.6
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.
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Topics
Depended on by (2)
Bioconductor (2)
People
- Joris Meys maintainer
- Alemu Takele Assefa author
- Stijn Hawinkel author
- Olivier Thas ths