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 imputation setting. Testing is conducted by a nested permutation approach within imputation. Refer to Guo et al (2018) <doi:10.1177/0962280218786302> for further details.
| Version: |
1.1 |
| Depends: |
R (≥ 3.1.0), ggplot2, mgcv, gridExtra |
| Published: |
2020-05-27 |
| Author: |
Yikai Wang [Emory University], Xiao Wang [ICF] |
| Maintainer: |
Yikai Wang <johnzon.wyk at gmail.com> |
| Contact: |
Xiao Wang <xiao.wang@icf.com> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| In views: |
MissingData |
| CRAN checks: |
NIRStat results |
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