FastPCA: An R package for fast singular value decomposition

R C++ Perl Python Submitted 03 November 2025Published 07 March 2026
Review

Editor: @rich2355 (all papers)
Reviewers: @dhjx1996 (all reviews), @chrisarg (all reviews)

Authors

Kimberly R. Ward, Mitchell Hayes (0000-0003-3240-9946), Lauren C. Peres (0000-0002-6620-8600), Brooke L. Fridley (0000-0001-7739-7956), Steven Eschrich (0000-0002-9833-2788), Alex C. Soupir (0000-0003-1251-9179)

Citation

Ward et al., (2026). FastPCA: An R package for fast singular value decomposition. Journal of Open Source Software, 11(119), 9706, https://doi.org/10.21105/joss.09706

@article{Ward2026, doi = {10.21105/joss.09706}, url = {https://doi.org/10.21105/joss.09706}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {119}, pages = {9706}, author = {Ward, Kimberly R. and Hayes, Mitchell and Peres, Lauren C. and Fridley, Brooke L. and Eschrich, Steven and Soupir, Alex C.}, title = {FastPCA: An R package for fast singular value decomposition}, journal = {Journal of Open Source Software} }
Copy citation string · Copy BibTeX  
Tags

single-cell randomized SVD principal component analysis

Altmetrics
Markdown badge

 

License

Authors of JOSS papers retain copyright.

This work is licensed under a Creative Commons Attribution 4.0 International License.

Creative Commons License

Table of Contents
Public user content licensed CC BY 4.0 unless otherwise specified.
ISSN 2475-9066