Package: BigDataStatMeth
Type: Package
Title: Scalable Statistical Computing with HDF5-Backed Matrices
Version: 2.0.2
Date: 2026-06-02
Authors@R: 
    c(
        person( given = "Dolors", 
                family = "Pelegri-Siso", 
                email = "dolors.pelegri@isglobal.org", 
                role=c("aut", "cre"),
                comment = c(ORCID = "0000-0002-5993-3003")),
        person( given = "Juan R.", 
                family = "Gonzalez", 
                email = "juanr.gonzalez@isglobal.org", 
                role = c("aut"), 
                comment = c(ORCID = "0000-0003-3267-2146"))
        )
Description: A framework for 'scalable' statistical computing on large
        on-disk matrices stored in 'HDF5' files. It provides efficient
        block-wise implementations of core linear-algebra operations
        (matrix multiplication, SVD, PCA, QR decomposition, and
        canonical correlation analysis) written in C++ and R. These
        building blocks are designed not only for direct use, but also
        as foundational components for developing new statistical
        methods that must operate on datasets too large to fit in
        memory. The package supports data provided either as 'HDF5'
        files or standard R objects, and is intended for
        high-dimensional applications such as 'omics' and
        precision-medicine research.
License: MIT + file LICENSE
Depends: R (>= 4.1.0)
Imports: data.table, Rcpp (>= 1.0.6), RCurl, utils, R6
LinkingTo: Rcpp, RcppEigen, Rhdf5lib
Suggests: Matrix, BiocStyle, knitr, rmarkdown, ggplot2, MASS
SystemRequirements: GNU make, C++17
Encoding: UTF-8
VignetteBuilder: knitr
RoxygenNote: 7.3.3
NeedsCompilation: yes
Author: Dolors Pelegri-Siso [aut, cre] (ORCID:
        <https://orcid.org/0000-0002-5993-3003>), Juan R. Gonzalez
        [aut] (ORCID: <https://orcid.org/0000-0003-3267-2146>)
Maintainer: Dolors Pelegri-Siso <dolors.pelegri@isglobal.org>
Packaged: 2026-06-08 20:45:28 UTC; root
Config/pak/sysreqs: make
Repository: https://isglobal-exposomehub.r-universe.dev
Date/Publication: 2026-06-08 16:31:51 UTC
RemoteUrl: https://github.com/cran/BigDataStatMeth
RemoteRef: HEAD
RemoteSha: 573b90d39216be76ab5d565d43aae8d820bb15a0