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Data simulation software tools | Single-cell RNA sequencing data analysis

A common way to test the performance of an analysis method is through a simulation. Simulated data provides a known truth to test against, making it possible to see whether a method has been implemented correctly, whether the assumptions of the…
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Splatter
Desktop

Splatter

Offers a simple interface for creating complex simulations that are…

Offers a simple interface for creating complex simulations that are reproducible and well-documented. Splatter is an R package for reproducible and accurate simulation of single-cell RNA sequencing…

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BEARscc
Desktop

BEARscc Bayesian ERCC Assessment of Robustness

Simulates experiment-specific technical replicates. BEARscc improves the…

Simulates experiment-specific technical replicates. BEARscc improves the unsupervised classification of cells and facilitates the biological interpretation of single-cell RNA-seq experiments. It…

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