NIRStat v1.0

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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.

Functions in NIRStat

Name Description
MAUCtest MAUC statistics based Analysis for NIRS time series.
Slopetest Slope statistics based Analysis for NIRS data.
plotNIRS NIRS Time Series Visualization
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Details

Type Package
Date 2018-01-27
License GPL-2
NeedsCompilation no
Packaged 2018-01-27 15:46:34 UTC; ywan566
Repository CRAN
Date/Publication 2018-01-29 11:48:17 UTC

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