NIRStat: Novel Statistical Methods for Studying Near-Infrared Spectroscopy (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 an imputation setting. Testing is conducted by a nested permutation approach within imputation. Refer to Guo et al (2018) <arXiv:1801.08153> for further details.

Version: 1.0
Depends: R (≥ 3.1.0), ggplot2, mgcv, gridExtra
Published: 2018-01-29
Author: Yikai Wang and Ying Guo
Maintainer: Yikai Wang <yikai.wang at emory.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: NIRStat results

Downloads:

Reference manual: NIRStat.pdf
Package source: NIRStat_1.0.tar.gz
Windows binaries: r-devel: NIRStat_1.0.zip, r-release: NIRStat_1.0.zip, r-oldrel: NIRStat_1.0.zip
OS X El Capitan binaries: r-release: NIRStat_1.0.tgz
OS X Mavericks binaries: r-oldrel: not available

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