DetMCD: Implementation of the DetMCD Algorithm (Robust and Deterministic Estimation of Location and Scatter)

Implementation of DetMCD, a new algorithm for robust and deterministic estimation of location and scatter. The benefits of robust and deterministic estimation are explained in Hubert, Rousseeuw and Verdonck (2012) <doi:10.1080/10618600.2012.672100>.

Author
Vakili Kaveh [aut, cre], Mia Hubert [ths]
Date of publication
2016-11-06 00:00:15
Maintainer
Vakili Kaveh <vakili.kaveh.email@gmail.com>
License
GPL (>= 2)
Version
0.0.4

View on CRAN

Man pages

DetMCD
Robust and Deterministic Location and Scatter Estimation via...
DetMCD_CS
DetMCD_CS
DetMCD-package
Deterministic and Robust Algorithms for Data Analysis.
DetMCD_RW
DetMCD_RW
DetMCD_SP
DetMCD_SP
InQn
Test function for the qn
plot.DetMCD
Robust Diagnostic Plots For DetMCD
quanff
quanff
xtractR_M
xtractR_M

Files in this package

DetMCD
DetMCD/src
DetMCD/src/Makevars
DetMCD/src/DetMCD_1.cpp
DetMCD/src/DetMCD_2.cpp
DetMCD/src/DetMCD_3.cpp
DetMCD/src/Makevars.win
DetMCD/NAMESPACE
DetMCD/R
DetMCD/R/DetMCD.R
DetMCD/MD5
DetMCD/DESCRIPTION
DetMCD/man
DetMCD/man/DetMCD-package.Rd
DetMCD/man/DetMCD_SP.Rd
DetMCD/man/InQn.Rd
DetMCD/man/DetMCD_RW.Rd
DetMCD/man/DetMCD.Rd
DetMCD/man/quanff.Rd
DetMCD/man/plot.DetMCD.Rd
DetMCD/man/DetMCD_CS.Rd
DetMCD/man/xtractR_M.Rd