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: | 0.6.2 |
| Depends: | R (≥ 3.3.0) |
| Imports: | bigreadr (≥ 0.1.3), cowplot, doParallel, foreach, ggplot2 (≥ 3.0.0), graphics, methods, parallel, Rcpp, RSpectra, stats, utils |
| LinkingTo: | BH, Rcpp, RcppArmadillo |
| Suggests: | biglasso, bigmemory (≥ 4.5.33), covr, glmnet, grid, ModelMetrics, RcppEigen, RhpcBLASctl, spelling (≥ 1.2), testthat |
| Published: | 2018-08-17 |
| 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 |
| Reference manual: | bigstatsr.pdf |
| Package source: | bigstatsr_0.6.2.tar.gz |
| Windows binaries: | r-devel: bigstatsr_0.6.2.zip, r-release: bigstatsr_0.6.2.zip, r-oldrel: bigstatsr_0.6.2.zip |
| OS X binaries: | r-release: bigstatsr_0.6.2.tgz, r-oldrel: bigstatsr_0.6.2.tgz |
| Old sources: | bigstatsr archive |
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