mblm: Median-Based Linear Models

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This package provides linear models based on Theil-Sen single median and Siegel repeated medians. They are very robust (29 or 50 percent breakdown point, respectively), and if no outliers are present, the estimators are very similar to OLS.

Author
Lukasz Komsta <lukasz.komsta@umlub.pl>
Date of publication
2013-12-30 11:44:36
Maintainer
Lukasz Komsta <lukasz.komsta@umlub.pl>
License
GPL (>= 2)
Version
0.12
URLs

View on CRAN

Man pages

confint.mblm
Confidence Intervals for 'mblm' Model
mblm
Fitting Median-Based Linear Models
summary.mblm
Summarizing median-based linear models

Files in this package

mblm
mblm/NAMESPACE
mblm/R
mblm/R/summary.mblm.R
mblm/R/confint.mblm.R
mblm/R/mblm.R
mblm/MD5
mblm/DESCRIPTION
mblm/man
mblm/man/summary.mblm.Rd
mblm/man/confint.mblm.Rd
mblm/man/mblm.Rd