r-fdaoutlier 0.2.1
Propagated dependencies: r-mass@7.3-65
Channel: guix-cran
Home page: https://github.com/otsegun/fdaoutlier
Licenses: GPL 3
Build system: r
Synopsis: Outlier Detection Tools for Functional Data Analysis
Description:
This package provides a collection of functions for outlier detection in functional data analysis. Methods implemented include directional outlyingness by Dai and Genton (2019) <doi:10.1016/j.csda.2018.03.017>, MS-plot by Dai and Genton (2018) <doi:10.1080/10618600.2018.1473781>, total variation depth and modified shape similarity index by Huang and Sun (2019) <doi:10.1080/00401706.2019.1574241>, and sequential transformations by Dai et al. (2020) <doi:10.1016/j.csda.2020.106960 among others. Additional outlier detection tools and depths for functional data like functional boxplot, (modified) band depth etc., are also available.
Total results: 1