DGP4LCF
Dependent Gaussian Processes for Longitudinal Correlated Factors
v1.0.0.1
·
Mar 8, 2025
·
MIT + file LICENSE
Description
Functionalities for analyzing high-dimensional and longitudinal biomarker data to facilitate precision medicine, using a joint model of Bayesian sparse factor analysis and dependent Gaussian processes. This paper illustrates the method in detail: J Cai, RJB Goudie, C Starr, BDM Tom (2023) <doi:10.48550/arXiv.2307.02781>.
Downloads
625
Last 30 days
6222nd
1.8K
Last 90 days
6.6K
Last year
Trend: -0.2% (30d vs prior 30d)
CRAN Check Status
2
NOTE
12
OK
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 | OK |
| 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 (2 non-OK)
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.6Mb
sub-directories of 1Mb or more:
libs 4.4Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 5.5Mb
sub-directories of 1Mb or more:
libs 4.3Mb
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.6Mb
sub-directories of 1Mb or more:
libs 4.4Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 5.5Mb
sub-directories of 1Mb or more:
libs 4.3Mb