cshannum/unequalgroupoutlier: Anomaly Detection in Unequal Length Functional Data (Title Case)

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.

Getting started

Package details

AuthorCaitlyn Hannum
MaintainerCaitlyn Hannum <channum@mines.edu>
Licensemystuff
Version0.3.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("cshannum/unequalgroupoutlier")
cshannum/unequalgroupoutlier documentation built on May 13, 2019, 11:10 a.m.