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.

Getting started

Package details

AuthorYikai Wang and Ying Guo
MaintainerYikai Wang <[email protected]>
Package repositoryView on CRAN
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NIRStat documentation built on Jan. 29, 2018, 5:02 p.m.