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bioconductor-sclane

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Model Gene Expression Dynamics with Spline-Based NB GLMs, GEEs, & GLMMs

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-sclane

Usage Tracking

1.0.0
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Downloads (Last 6 months): 0

Description

Our scLANE model uses truncated power basis spline models to build flexible, interpretable models of single cell gene expression over pseudotime or latent time. The modeling architectures currently supported are Negative-binomial GLMs, GEEs, & GLMMs. Downstream analysis functionalities include model comparison, dynamic gene clustering, smoothed counts generation, gene set enrichment testing, & visualization.

About

Summary

Model Gene Expression Dynamics with Spline-Based NB GLMs, GEEs, & GLMMs

Last Updated

Mar 14, 2026 at 23:12

License

MIT + file LICENSE

Supported Platforms

linux-64