Detection of Univariate Outliers

Well known outlier detection techniques in the univariate case. Methods to deal with skewed distribution are included too. The Hidiroglou-Berthelot (1986) method to search for outliers in ratios of historical data is implemented as well. When available, survey weights can be used in outliers detection.


News

0.1-4 Corrected a bug in LocScaleB when computing score. In LocScaleB added possibility of estimating scale by means of Inter-Decile Range (method="IDR") or based on Gini's meadn differrence

Reference manual

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install.packages("univOutl")

0.1-5 by Marcello D'Orazio, 2 months ago


https://github.com/marcellodo/univOutl


Browse source code at https://github.com/cran/univOutl


Authors: Marcello D'Orazio


Documentation:   PDF Manual  


Task views: Official Statistics & Survey Methodology


GPL (>= 2) license


Depends on robustbase, Hmisc


Imported by adamethods.


See at CRAN