Multivariate Outlier Detection Based on Robust Methods
Overview
Various methods for multivariate outlier detection: arw, a Mahalanobis-type method with an adaptive outlier cutoff value; locout, a method incorporating local neighborhood; pcout, a method for high-dimensional data; mvoutlier.CoDa, a method for compositional data. References are provided in the corresponding help files.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- WARNING12 OK, 1 WARNING2026-06-08
- OK14 OK2026-03-10
Documentation
- Help pages
- 30
- Examples that run
- 100%30 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- not tracked
- Return-value docs
- not tracked
- Help pages citing references
- 77%
Downloads
Dependencies
Installing mvoutlier adds 3 packages (2 with compiled code, 2.3 MB of source tarballs). Heaviest: robustbase 2.2 MB, sgeostat 35 KB, DEoptimR 24 KB.
Code & Tests
Datasets
People & History
Previously maintained by Moritz Gschwandtner (1.0 to 1.1).
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 2.1.4Latest
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- unarchivedReturned to CRAN2021-07-30
- 2.1.12021-07-30 · diff ↗
- archivedRemoved from CRAN2021-07-17requires archived package 'robCompositions'
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 2.0.92018-02-08 · diff ↗
- RR 3.4.0 released · 2017-04-21
- 2.0.82017-01-16 · diff ↗
Show 41 earlier eventsHide 41 earlier events
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- 2.0.62015-01-30 · diff ↗
- 2.0.52014-06-23 · diff ↗
- RR 3.1.0 released · 2014-04-10
- 2.0.42014-02-25 · diff ↗
- 2.0.32013-08-23 · diff ↗ ·
removed 19 exports
aq.plot, arw, chisq.plot, color.plot, corr.plot, dd.plot, map.plot, mvoutlier.CoDa, pbb, pcout, pkb, plot.mvoutlierCoDa, sign1, sign2, symbol.plot, uni.plot, locoutNeighbor, locoutPercent, locoutSortadded 1 export
pattern:. - RR 3.0.0 released · 2013-04-03
- 1.9.92013-01-14 · diff ↗
- 1.9.82012-08-31 · diff ↗
- 1.9.72012-04-19 · diff ↗ ·
removed 1 export
cor.plotadded 4 exports
corr.plot, locoutNeighbor, locoutPercent, locoutSort - RR 2.15.0 released · 2012-03-30
- 1.9.42011-11-07 · diff ↗ ·
added 16 exports
aq.plot, arw, chisq.plot, color.plot, cor.plot, dd.plot, map.plot, mvoutlier.CoDa, pbb, pcout, pkb, plot.mvoutlierCoDa, sign1, sign2, symbol.plot, uni.plot - RR 2.14.0 released · 2011-10-31
- 1.9.32011-09-06 · diff ↗
- 1.9.12011-06-02 · diff ↗
- 1.92011-05-30 · diff ↗
- RR 2.13.0 released · 2011-04-13
- 1.82011-04-06 · diff ↗
- 1.72011-02-08 · diff ↗
- 1.62011-01-14 · diff ↗
- 1.52010-11-08 · diff ↗
- RR 2.12.0 released · 2010-10-15
- RR 2.11.0 released · 2010-04-22
- RR 2.10.0 released · 2009-10-26
- RR 2.9.0 released · 2009-04-17
- 1.42009-01-22 · diff ↗
- RR 2.8.0 released · 2008-10-20
- RR 2.7.0 released · 2008-04-22
- RR 2.6.0 released · 2007-10-03
- 1.32007-05-16 · diff ↗
- 1.2.12007-04-27 · diff ↗
- 1.22007-04-24 · diff ↗
- RR 2.5.0 released · 2007-04-24
- RR 2.4.0 released · 2006-10-03
- RR 2.3.0 released · 2006-04-24
- RR 2.2.0 released · 2005-10-06
- 1.12005-05-31 · diff ↗
- RR 2.1.0 released · 2005-04-18
- 1.02004-11-11
- RR 2.0.0 released · 2004-10-04
Package metadata
- First published
- 2004-11-11
- Total releases
- 25 / 22 yrs
- License
- GPL (>= 3) OSI
- Minimum R
- ≥ 3.1
- Bundled data
- 429 KB / 11 files
- Download size
- 466 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("mvoutlier")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
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From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.