This package provides tools for identifing anomalous behavior in group functional data. Functional data is fit using a mixed model with a radial basis associated with the random coefficients. The estimated coefficients are then put through a series of multivariate outlier detection methods: PCA, Depth, t-SNE.
Package details |
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Author | Caitlyn Hannum |
Maintainer | Caitlyn Hannum <channum@mines.edu> |
License | mystuff |
Version | 0.3.1 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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