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dobin  

Dimension Reduction for Outlier Detection
View on CRAN: Click here


Download and install dobin package within the R console
Install from CRAN:
install.packages("dobin")

Install from Github:
library("remotes")
install_github("cran/dobin")

Install by package version:
library("remotes")
install_version("dobin", "1.0.4")



Attach the package and use:
library("dobin")
Maintained by
Sevvandi Kandanaarachchi
[Scholar Profile | Author Map]
First Published: 2019-09-20
Latest Update: 2022-08-25
Description:
A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) .
How to cite:
Sevvandi Kandanaarachchi (2019). dobin: Dimension Reduction for Outlier Detection. R package version 1.0.4, https://cran.r-project.org/web/packages/dobin. Accessed 21 Feb. 2025.
Previous versions and publish date:
1.0.0 (2019-09-20 10:50), 1.0.1 (2019-12-07 12:20), 1.0.2 (2020-02-24 06:20), 1.0.3 (2022-05-18 15:30)
Other packages that cited dobin R package
View dobin citation profile
Other R packages that dobin depends, imports, suggests or enhances
Complete documentation for dobin
Functions, R codes and Examples using the dobin R package
Some associated functions: autoplot.dobin . dobin-package . dobin . reexports . 
Some associated R codes: autoplot_dobin.R . dobin-package.R . dobin.R . print.R . utils.R . y_space.R .  Full dobin package functions and examples
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