CRAN/E | ssMRCD

ssMRCD

Spatially Smoothed MRCD Estimator

Installation

About

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:10.48550/arXiv.2305.05371. Included are also complementary visualization and parameter tuning tools.

Key Metrics

Version 0.1.0
R ≥ 4.0.0
Published 2023-05-15 350 days ago
Needs compilation? no
License GPL-3
CRAN checks ssMRCD results

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Maintainer

Maintainer

Patricia Puchhammer

patricia.puchhammer@tuwien.ac.at

Authors

Patricia Puchhammer

aut / cre / cph

Peter Filzmoser

aut

Material

Reference manual
Package source

Vignettes

Introduction to ssMRCD and local outlier detection

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 4.0.0

Imports

stats
grDevices
graphics
robustbase
scales
car
dbscan
plot3D
dplyr
ggplot2

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0