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
|MAUCtest||MAUC statistics based Analysis for NIRS time series.|
|Slopetest||Slope statistics based Analysis for NIRS data.|
|plotNIRS||NIRS Time Series Visualization|
Last month downloads
Include our badge in your README