Package: univOutl 0.4

Marcello DOrazio

univOutl: 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.

Authors:Marcello D'Orazio

univOutl_0.4.tar.gz
univOutl_0.4.tar.gz(r-4.5-noble)univOutl_0.4.tar.gz(r-4.4-noble)
univOutl_0.4.tgz(r-4.4-emscripten)univOutl_0.4.tgz(r-4.3-emscripten)
univOutl.pdf |univOutl.html✨
univOutl/json (API)
NEWS

# Install 'univOutl' in R:

install.packages('univOutl', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/marcellodo/univoutl/issues

6 exports 0.23 score 67 dependencies 1 dependents 20 scripts 359 downloads

Last updated 2 years agofrom:540278f190. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 17 2024
R-4.5-linux	OK	Sep 17 2024

Exports:boxB HBmethod LocScaleB plot4ratios ratioSize skew.misc

Dependencies:backports base64enc bslib cachem checkmate cli cluster colorspace data.table DEoptimR digest evaluate fansi farver fastmap fontawesome foreign Formula fs ggplot2 glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband jquerylib jsonlite knitr labeling lattice lifecycle magrittr MASS Matrix memoise mgcv mime munsell nlme nnet pillar pkgconfig R6 rappdirs RColorBrewer rlang rmarkdown robustbase rpart rstudioapi sass scales stringi stringr tibble tinytex utf8 vctrs viridis viridisLite withr xfun yaml

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Readme and manuals

Help Manual

Help page	Topics
Detection of Univariate Outliers.	univOutl-package univOutl
BoxPlot based outlier detection	boxB
Hidiroglou-Berthelot procedure for detecting outliers with periodic data	HBmethod
Univariate outlier detection with bounds based on robust location and scale estimates	LocScaleB
Draws a scatter-plot that summarizes the findings of the Hidiroglou-Berthelot outliers' or the ratioSize detection method.	plot4ratios
Identifies outliers on ratios and filter them by a size measure	ratioSize
Calculates some skewness measures.	skew.misc

Package: univOutl 0.4

univOutl: Detection of Univariate Outliers

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)