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NIRStat  

Novel Statistical Methods for Studying Near-Infrared Spectroscopy (NIRS) Time Series Data
View on CRAN: Click here


Download and install NIRStat package within the R console
Install from CRAN:
install.packages("NIRStat")

Install from Github:
library("remotes")
install_github("cran/NIRStat")

Install by package version:
library("remotes")
install_version("NIRStat", "1.1")



Attach the package and use:
library("NIRStat")
Maintained by
Yikai Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-29
Latest Update: 2020-05-27
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 imputation setting. Testing is conducted by a nested permutation approach within imputation. Refer to Guo et al (2018) for further details.
How to cite:
Yikai Wang (2018). NIRStat: Novel Statistical Methods for Studying Near-Infrared Spectroscopy (NIRS) Time Series Data. R package version 1.1, https://cran.r-project.org/web/packages/NIRStat
Previous versions and publish date:
1.0 (2018-01-29 12:48)
Other packages that cited NIRStat R package
View NIRStat citation profile
Other R packages that NIRStat depends, imports, suggests or enhances
Functions, R codes and Examples using the NIRStat R package
Some associated functions: MAUCtest . Slopetest . plotNIRS . 
Some associated R codes: MAUC_var.R . MAUCtest.R . SLOPE_var.R . Slopetest.R . blkboot.R . plotNIRS.R .  Full NIRStat package functions and examples
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