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NIRStat: Novel Statistical Methods for Studying Near-InfraredSpectroscopy (NIRS) Time Series Data

Provides transfusion-related differential tests on Near-infrared spectroscopy (NIRS) time series with detection limit, which contains two testing statistics: Mean Area Under the Curve (MAUC) and slope statistic. This package applied a penalized spline method within imputation setting. Testing is conducted by a nested permutation approach within imputation. Refer to Guo et al (2018) <doi:10.1177/0962280218786302> for further details.

Version:1.1
Depends:R (≥ 3.1.0),ggplot2,mgcv,gridExtra
Published:2020-05-27
DOI:10.32614/CRAN.package.NIRStat
Author:Yikai Wang [Emory University], Xiao Wang [ICF]
Maintainer:Yikai Wang <johnzon.wyk at gmail.com>
Contact:Xiao Wang <xiao.wang@icf.com>
License:GPL-2
NeedsCompilation:no
In views:ChemPhys,MissingData
CRAN checks:NIRStat results

Documentation:

Reference manual:NIRStat.html ,NIRStat.pdf

Downloads:

Package source: NIRStat_1.1.tar.gz
Windows binaries: r-devel:NIRStat_1.1.zip, r-release:NIRStat_1.1.zip, r-oldrel:NIRStat_1.1.zip
macOS binaries: r-release (arm64):NIRStat_1.1.tgz, r-oldrel (arm64):NIRStat_1.1.tgz, r-release (x86_64):NIRStat_1.1.tgz, r-oldrel (x86_64):NIRStat_1.1.tgz
Old sources: NIRStat archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=NIRStatto link to this page.


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