Other packages > Find by keyword >

deadwood  

Outlier Detection via Trimming of Mutual Reachability Minimum Spanning Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("deadwood", "0.9.0-2")



Attach the package and use:
library("deadwood")
Maintained by
Marek Gagolewski
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-06
Latest Update: 2026-03-06
Description:
Implements an anomaly detection algorithm based on mutual reachability minimum spanning trees: 'deadwood' trims protruding tree segments and marks small debris as outliers; see Gagolewski (2026) <https://deadwood.gagolewski.com/>. More precisely, the use of a mutual reachability distance pulls peripheral points farther away from each other.Tree edges with weights beyond the detected elbow point are removed. All the resulting connected components whose sizes are smaller than a given threshold are deemed anomalous. The 'Python' version of 'deadwood' is available via 'PyPI'.
How to cite:
Marek Gagolewski (2026). deadwood: Outlier Detection via Trimming of Mutual Reachability Minimum Spanning Trees. R package version 0.9.0-2, https://cran.r-project.org/web/packages/deadwood. Accessed 27 Jun. 2026.
Previous versions and publish date:
0.9.0-2 (2026-02-20 11:50)
Other packages that cited deadwood R package
View deadwood citation profile
Other R packages that deadwood depends, imports, suggests or enhances
Complete documentation for deadwood
Functions, R codes and Examples using the deadwood R package
Full deadwood package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

svWidgets  
Management of GUI Widgets, Windows, and Other GUI Resources
High level management of widgets, windows and other graphical resources. ...
Download / Learn more Package Citations See dependency  
pedigreemm  
Pedigree-Based Mixed-Effects Models
Fit pedigree-based mixed-effects models. ...
Download / Learn more Package Citations See dependency  
gsloid  
Global Sea Level and Oxygen Isotope Data
Contains published data sets for global benthic d18O data for 0-5.3 Myr ...
Download / Learn more Package Citations See dependency  
RAT  
Research Assessment Tools
Includes algorithms to assess research productivity and patterns, such as the h-index and i-index. C ...
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  
robust  
Port of the S+ "Robust Library"
Methods for robust statistics, a state of the art in the early 2000s, notably for robust regression ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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