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Generate all necessary R/Rmd/shell files for data processing after running 'GGIR' (v2.4.0) for accelerometer data. In part 1, all csv files in the GGIR output directory were read, transformed and then merged. In part 2, the GGIR output files were checked and summarized in one excel sheet. In part 3, the merged data was cleaned according to the number of valid hours on each night and the number of valid days for each subject. In part 4, the cleaned activity data was imputed by the average Euclidean norm minus one (ENMO) over all the valid days for each subject. Finally, a comprehensive report of data processing was created using Rmarkdown, and the report includes few exploratory plots and multiple commonly used features extracted from minute level actigraphy data.
Version: | 2.4.0.2 |
Depends: | R (≥ 3.6.0) |
Imports: | refund, denseFLMM, dplyr, xlsx, survival, stats, tidyr, zoo, ineq, cosinor, cosinor2, abind, accelerometry, ActCR, ActFrag, minpack.lm, kableExtra, GGIR |
Suggests: | knitr, rmarkdown |
Published: | 2022-01-06 |
DOI: | 10.32614/CRAN.package.postGGIR |
Author: | Wei Guo [aut, cre], Andrew Leroux [aut], Vadim Zipunnikov [aut], Kathleen Merikangas [aut] |
Maintainer: | Wei Guo <wei.guo3 at nih.gov> |
BugReports: | https://github.com/dora201888/postGGIR/issues |
License: | GPL-3 |
URL: | https://github.com/dora201888/postGGIR |
NeedsCompilation: | no |
CRAN checks: | postGGIR results |
Reference manual: | postGGIR.pdf |
Vignettes: |
postGGIR |
Package source: | postGGIR_2.4.0.2.tar.gz |
Windows binaries: | r-devel: postGGIR_2.4.0.2.zip, r-release: postGGIR_2.4.0.2.zip, r-oldrel: postGGIR_2.4.0.2.zip |
macOS binaries: | r-release (arm64): postGGIR_2.4.0.2.tgz, r-oldrel (arm64): postGGIR_2.4.0.2.tgz, r-release (x86_64): postGGIR_2.4.0.2.tgz, r-oldrel (x86_64): postGGIR_2.4.0.2.tgz |
Old sources: | postGGIR archive |
Please use the canonical form https://CRAN.R-project.org/package=postGGIR to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.