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mrct (version 0.0.1.0)

Outlier Detection of Functional Data Based on the Minimum Regularized Covariance Trace Estimator

Description

Detect outlying observations in functional data sets based on the minimum regularized covariance trace (MRCT) estimator. Includes implementation of Oguamalam et al. (2023) .

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Version

Install

install.packages('mrct')

Monthly Downloads

154

Version

0.0.1.0

License

GPL (>= 2)

Maintainer

Jeremy Oguamalam

Last Published

August 17th, 2023

Functions in mrct (0.0.1.0)

mrct.ise

Integrated square error
mrct.plot

Plot function for result from mrct()
mrct

Minimum regularized covariance trace estimator
innerProduct

Pairwise inner product for \(L^2\) functions
mrct.rgauss

Random sample from Gaussian process
mrct.sparse

Sparse minimum regularized covariance trace estimator
mrct.sparse.plot

Plot function for result from mrct.sparse()