Easy-to-use, efficient, flexible and scalable statistical tools. Package bigstatsr provides and uses Filebacked Big Matrices via memory-mapping. It provides for instance matrix operations, Principal Component Analysis, sparse linear supervised models, utility functions and more <doi:10.1093/bioinformatics/bty185>.
| Version: | 1.6.2 |
| Depends: | R (≥ 3.4) |
| Imports: | bigassertr (≥ 0.1.7),bigparallelr (≥ 0.2.3),cowplot,foreach,ggplot2 (≥ 3.0), graphics, methods,ps (≥ 1.4),Rcpp,rmio (≥ 0.4),RSpectra, stats,tibble, utils |
| LinkingTo: | Rcpp,RcppArmadillo,rmio |
| Suggests: | bigmemory (≥ 4.5.33),bigreadr (≥ 0.2),covr,data.table,dplyr,glmnet,hexbin,memuse,ModelMetrics,plotly,ppcor,RhpcBLASctl,spelling (≥ 1.2),testthat |
| Published: | 2025-07-29 |
| DOI: | 10.32614/CRAN.package.bigstatsr |
| Author: | Florian Privé [aut, cre], Michael Blum [ths], Hugues Aschard [ths] |
| Maintainer: | Florian Privé <florian.prive.21 at gmail.com> |
| BugReports: | https://github.com/privefl/bigstatsr/issues |
| License: | GPL-3 |
| URL: | https://privefl.github.io/bigstatsr/ |
| NeedsCompilation: | yes |
| Language: | en-US |
| Citation: | bigstatsr citation info |
| Materials: | README,NEWS |
| In views: | HighPerformanceComputing |
| CRAN checks: | bigstatsr results |