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rrcov (version 0.3-07)
Scalable Robust Estimators with High Breakdown Point
Description
Functions for Robust Location and Scatter Estimation and Robust Regression with High Breakdown Point - covMcd(), covMest(), ltsReg().
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Install
install.packages('rrcov')
Monthly Downloads
23,331
Version
0.3-07
License
GPL version 2 or later
Maintainer
Valentin Todorov
Last Published
April 22nd, 2025
Functions in rrcov (0.3-07)
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CovMcd-class
MCD Estimates of Multivariate Location and Scatter
CovOgk-class
OGK Estimates of Multivariate Location and Scatter
phosphor
Phosphorus Content Data
CovControlOgk
Constructor function for objects of class "CovControlOgk"
aircraft
Aircraft Data
lmom32
Hosking and Wallis Data Set, Table 3.2
heart
Heart Catherization Data
airmay
Air Quality Data
SummaryCovRobust-class
Class "SummaryCovRobust" - summary of "CovRobust" objects
delivery
Delivery Time Data
plot.mcd
Robust Distance Plots
hbk
Hawkins, Bradu, Kass's Artificial Data
CovControlMcd-class
Class 'CovControlMcd' - contains control parameters for CovMcd
education
Education Expenditure Data
T2.test
Robust Hotelling T2 test
lmom33
Hosking and Wallis Data Set, Table 3.3
SummaryCov-class
Class "SummaryCov" - summary of "Cov" objects
getCenter-methods
Accessor methods to the essential slots of Cov and its subclasses
estimate-methods
Methods for Function estimate in Package 'rrcov'
cloud
Cloud point of a Liquid
coleman
Coleman Data Set
bushfire
Campbell Bushfire Data
CovControlMcd
Constructor function for objects of class "CovControlMcd"
Cascades
Annual precipitation totals for the North Cascades region
tolellipse
Tolerance Ellipse Plot
CovMest-class
Constrained M-estimates of Multivariate Location and Scatter
summary.mcd
Summary Method for MCD objects
fish
Fish Catch Data Set
Cov-class
Class "Cov" - a base class for estimates of multivariate location and scatter
pension
Pension Funds
CovControlMest
Constructor function for objects of class "CovControlMest"
CovMcd
Robust Location and Scatter Estimation via MCD
Cov
Classical Estimates of Multivariate Location and Scatter
Wilks.test
Classical and Robust One-way MANOVA: Wilks Lambda
CovControlMest-class
Class 'CovControlMest' - contains control parameters for "CovMest"
CovControlOgk-class
Class 'CovControlOgk' - contains control parameters for CovOgk
summary.lts
Summary Method for LTS objects
pilot
Pilot-Plant Data
telef
Number of International Calls from Belgium
plot-methods
Methods for Function 'plot' in Package 'rrcov'
milk
Daudin's Milk Composition Data
CovControl-class
Class "CovControl" is a VIRTUAL base control class
maryo
Marona and Yohai Artificial Data
brain
Brain and Body Weights for 28 Species
lactic
Calibration of an Instrument that Measures Lactic Acid Concentration in Blood
ltsReg
Robust regression with high breakdown point
stars
Data for the Hertzsprung-Russell Diagram of the star cluster CYG OB1
Appalachia
Annual maximum streamflow in central Appalachia
CovOgk
Robust Location and Scatter Estimation - Ortogonalized Gnanadesikan-Kettenring (OGK)
rrcov.control
Control object for the estimation parameters
CovMest
Constrained M-Estimates of Location and Scatter
CovRobust-class
Class "CovRobust" - virtual base class for robust estimates of multivariate location and scatter
hemophilia
Hemophilia Data
plot.lts
Robust Regression Diagnostic Plots
salinity
Salinity Data
wood
Modified Wood Gravity Dataset