Other packages > Find by keyword >

DDoutlier  

Distance & Density-Based Outlier Detection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DDoutlier", "0.1.0")



Attach the package and use:
library("DDoutlier")
Maintained by
Jacob H. Madsen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-05-30
Latest Update: 2018-05-30
Description:
Outlier detection in multidimensional domains. Implementation of notable distance and density-based outlier algorithms. Allows users to identify local outliers by comparing observations to their nearest neighbors, reverse nearest neighbors, shared neighbors or natural neighbors. For distance-based approaches, see Knorr, M., & Ng, R. T. (1997) , Angiulli, F., & Pizzuti, C. (2002) , Hautamaki, V., & Ismo, K. (2004) and Zhang, K., Hutter, M. & Jin, H. (2009) . For density-based approaches, see Tang, J., Chen, Z., Fu, A. W. C., & Cheung, D. W. (2002) , Jin, W., Tung, A. K. H., Han, J., & Wang, W. (2006) , Schubert, E., Zimek, A. & Kriegel, H-P. (2014) , Latecki, L., Lazarevic, A. & Prokrajac, D. (2007) , Papadimitriou, S., Gibbons, P. B., & Faloutsos, C. (2003) , Breunig, M. M., Kriegel, H.-P., Ng, R. T., & Sander, J. (2000) , Kriegel, H.-P., Kr
How to cite:
Jacob H. Madsen (2018). DDoutlier: Distance & Density-Based Outlier Detection. R package version 0.1.0, https://cran.r-project.org/web/packages/DDoutlier. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2018-05-30 15:24)
Other packages that cited DDoutlier R package
View DDoutlier citation profile
Other R packages that DDoutlier depends, imports, suggests or enhances
Complete documentation for DDoutlier
Functions, R codes and Examples using the DDoutlier R package
Some associated functions: COF . DB . INFLO . KDEOS . KNN_AGG . KNN_IN . KNN_SUM . LDF . LDOF . LOCI . LOF . LOOP . NAN . NOF . RDOS . RKOF . 
Some associated R codes: OutlierFunctionLibrary.R .  Full DDoutlier package functions and examples
Downloads during the last 30 days
02/2703/0103/0203/0303/0403/0503/0703/0803/1003/1103/1303/1503/1603/1803/1903/2003/2203/2303/25Downloads for DDoutlier11.522.533.54TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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