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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable 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  
unjoin  
Separate a Data Frame by Normalization
Separate a data frame in two based on key columns. The function unjoin() provides an inside-out ver ...
Download / Learn more Package Citations See dependency  
repolr  
Repeated Measures Proportional Odds Logistic Regression
Fits linear models to repeated ordinal scores using GEE methodology. ...
Download / Learn more Package Citations See dependency  
ACNE  
Affymetrix SNP Probe-Summarization using Non-Negative Matrix Factorization
A summarization method to estimate allele-specific copy number signals for Affymetrix SNP microarray ...
Download / Learn more Package Citations See dependency  
dafs  
Data Analysis for Forensic Scientists
Data and miscellanea to support the book "Introduction to Data analysis with R for Forensic Scientis ...
Download / Learn more Package Citations See dependency  
cgAUC  
Calculate AUC-type measure when gold standard is continuous and the corresponding optimal linear combination of variables with respect to it
The cgAUC can calculate the AUC-type measure of Obuchowski(2006) when gold standard is continuous, a ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns