Other packages > Find by keyword >

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 06 May. 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
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/05Downloads for dobin0246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  
rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA