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NIRStat (version 1.0)

Novel Statistical Methods for Studying Near-Infrared Spectroscopy (NIRS) Time Series Data

Description

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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Version

Install

install.packages('NIRStat')

Monthly Downloads

182

Version

1.0

License

GPL-2

Maintainer

Yikai Wang

Last Published

January 29th, 2018

Functions in NIRStat (1.0)

MAUCtest

MAUC statistics based Analysis for NIRS time series.
Slopetest

Slope statistics based Analysis for NIRS data.
plotNIRS

NIRS Time Series Visualization