bioconductor-sclane
Model Gene Expression Dynamics with Spline-Based NB GLMs, GEEs, & GLMMs
Model Gene Expression Dynamics with Spline-Based NB GLMs, GEEs, & GLMMs
To install this package, run one of the following:
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.
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