ssMRCD: Spatially Smoothed MRCD Estimator

Estimation of the Spatially Smoothed Minimum Regularized Determinant (ssMRCD) estimator and its usage in an ssMRCD-based outlier detection method as described in Puchhammer and Filzmoser (2023) <doi:10.1080/10618600.2023.2277875> and for sparse robust PCA for multi-source data described in Puchhammer, Wilms and Filzmoser (2024) <doi:10.48550/arXiv.2407.16299>. Included are also complementary visualization and parameter tuning tools.

Package details

AuthorPatricia Puchhammer [aut, cre, cph], Peter Filzmoser [aut]
MaintainerPatricia Puchhammer <patricia.puchhammer@tuwien.ac.at>
LicenseGPL-3
Version1.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ssMRCD")

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ssMRCD documentation built on Sept. 11, 2024, 5:14 p.m.