BigDataStatMeth
Tools and Infrastructure for Developing 'Scalable' 'HDF5'-Based Methods
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.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (17 non-OK)
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for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 110.8Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.4Mb
libs 107.7Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 112.8Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.4Mb
libs 109.7Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 10.5Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.5Mb
libs 7.4Mb
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Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
installed package size
installed size is 110.8Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.4Mb
libs 107.7Mb
installed package size
installed size is 112.8Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.4Mb
libs 109.7Mb
installed package size
installed size is 10.5Mb
sub-directories of 1Mb or more:
doc 1.2Mb
include 1.5Mb
libs 7.4Mb