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) for further details.


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install.packages("NIRStat")

1.0 by Yikai Wang, a year ago


Browse source code at https://github.com/cran/NIRStat


Authors: Yikai Wang and Ying Guo


Documentation:   PDF Manual  


GPL-2 license


Depends on ggplot2, mgcv, gridExtra


See at CRAN