NIRStat

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

CRAN Package

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 imputation setting. Testing is conducted by a nested permutation approach within imputation. Refer to Guo et al (2018) for further details.

  • Version1.1
  • R version≥ 3.1.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release05/27/2020

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  • Depends4 packages