biosensors.usc
Distributional Data Analysis Techniques for Biosensor Data
Description
Unified and user-friendly framework for using new distributional representations of biosensors data in different statistical modeling tasks: regression models, hypothesis testing, cluster analysis, visualization, and descriptive analysis. Distributional representations are a functional extension of compositional time-range metrics and we have used them successfully so far in modeling glucose profiles and accelerometer data. However, these functional representations can be used to represent any biosensor data such as ECG or medical imaging such as fMRI. Matabuena M, Petersen A, Vidal JC, Gude F. "Glucodensities: A new representation of glucose profiles using distributional data analysis" (2021) <doi:10.1177/0962280221998064>.
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| 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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| 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 (5 non-OK)
dependencies in R code
Namespace in Imports field not imported from: ‘Rcpp’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘Rcpp’ All declared Imports should be used.
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 2.7Mb
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 2.8Mb
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 1.2Mb
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
dependencies in R code
Namespace in Imports field not imported from: ‘Rcpp’ All declared Imports should be used.
dependencies in R code
Namespace in Imports field not imported from: ‘Rcpp’ All declared Imports should be used.
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 2.7Mb
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 2.8Mb
installed package size
installed size is 6.6Mb
sub-directories of 1Mb or more:
extdata 4.8Mb
libs 1.2Mb