SPsimSeq
Bioc currentSemi-parametric simulation tool for bulk and single-cell RNA sequencing data
v1.22.0
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software
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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
Code metrics have not been computed for this package yet.
Topics
Depended on by (2)
Bioconductor (2)
People
- Joris Meys maintainer
- Alemu Takele Assefa author
- Stijn Hawinkel author
- Olivier Thas ths