Other packages > Find by keyword >

RMSDp  

Refined Modified Stahel-Donoho (MSD) Estimators for Outlier Detection (Parallel Version)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RMSDp", "0.1.1")



Attach the package and use:
library("RMSDp")
Maintained by
Kazumi Wada
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-16
Latest Update: 2023-11-16
Description:
A parallel function for multivariate outlier detection named modified Stahel-Donoho estimators is contained in this package. The function RMSDp() is for elliptically distributed datasets and recognizes outliers based on Mahalanobis distance. This function is for higher dimensional datasets that cannot be handled by a single core function RMSD() included in 'RMSD' package. See Wada and Tsubaki (2013) for the detail of the algorithm.
How to cite:
Kazumi Wada (2023). RMSDp: Refined Modified Stahel-Donoho (MSD) Estimators for Outlier Detection (Parallel Version). R package version 0.1.1, https://cran.r-project.org/web/packages/RMSDp
Previous versions and publish date:
0.1.0 (2023-11-16 21:34)
Other packages that cited RMSDp R package
View RMSDp citation profile
Other R packages that RMSDp depends, imports, suggests or enhances
Functions, R codes and Examples using the RMSDp R package
Full RMSDp 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

ALSCPC  
Accelerated line search algorithm for simultaneous orthogonal transformation of several positive definite symmetric matrices to nearly diagonal form
Using of the accelerated line search algorithm for simultaneously diagonalize a set of symmetric po ...
Download / Learn more Package Citations See dependency  
CSMES  
Cost-Sensitive Multi-Criteria Ensemble Selection for Uncertain Cost Conditions
Functions for cost-sensitive multi-criteria ensemble selection (CSMES) (as described in De bock et a ...
Download / Learn more Package Citations See dependency  
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  
rcc  
Parametric Bootstrapping to Control Rank Conditional Coverage
Functions to implement the parametric and non-parametric bootstrap confidence interval methods desc ...
Download / Learn more Package Citations See dependency  
d4storagehub4R  
Interface to 'D4Science' 'StorageHub' API
Provides an interface to 'D4Science' 'StorageHub' API (). Allows to get ...
Download / Learn more Package Citations See dependency  
embed  
Extra Recipes for Encoding Predictors
Predictors can be converted to one or more numeric representations using a variety of methods. Effe ...
Download / Learn more Package Citations See dependency  

22,431

R Packages

191,269

Dependencies

56,139

Author Associations

22,432

Publication Badges

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