NeEDS4BigData
New Experimental Design Based Subsampling Methods for Big Data
Description
Subsampling methods for big data under different models and assumptions. Starting with linear regression and leading to Generalised Linear Models, softmax regression, and quantile regression. Specifically, the model-robust subsampling method proposed in Mahendran, A., Thompson, H., and McGree, J. M. (2023) <doi:10.1007/s00362-023-01446-9>, where multiple models can describe the big data, and the subsampling framework for potentially misspecified Generalised Linear Models in Mahendran, A., Thompson, H., and McGree, J. M. (2025) <doi:10.48550/arXiv.2510.05902>.
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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 (3 non-OK)
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
data 7.1Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 24, 2026
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
data 7.1Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 21, 2026
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
data 7.1Mb
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.7Mb
sub-directories of 1Mb or more:
data 7.7Mb
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
data 7.1Mb