Other packages > Find by keyword >

crmReg  

Cellwise Robust M-Regression and SPADIMO
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("crmReg", "1.0.4")



Attach the package and use:
library("crmReg")
Maintained by
Sebastiaan Hoppner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-31
Latest Update: 2025-05-22
Description:
Method for fitting a cellwise robust linear M-regression model (CRM, Filzmoser et al. (2020) ) that yields both a map of cellwise outliers consistent with the linear model, and a vector of regression coefficients that is robust against vertical outliers and leverage points. As a by-product, the method yields an imputed data set that contains estimates of what the values in cellwise outliers would need to amount to if they had fit the model. The package also provides diagnostic tools for analyzing casewise and cellwise outliers using sparse directions of maximal outlyingness (SPADIMO, Debruyne et al. (2019) ).
How to cite:
Sebastiaan Hoppner (2020). crmReg: Cellwise Robust M-Regression and SPADIMO. R package version 1.0.4, https://cran.r-project.org/web/packages/crmReg. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:29), 1.0.0 (2020-03-31 11:50), 1.0.1 (2020-04-06 11:10), 1.0.2 (2020-09-23 10:40)
Other packages that cited crmReg R package
View crmReg citation profile
Other R packages that crmReg depends, imports, suggests or enhances
Complete documentation for crmReg
Functions, R codes and Examples using the crmReg R package
Some associated functions: cellwiseheatmap . crm . crmReg-package . daprpr . predict.crm . spadimo . topgear . 
Some associated R codes: HampelWeightFunction.R . cellwiseheatmap.R . crm.R . daprpr.R . impute_outlying_cells.R . predict.crm.R . scaleResidualsByMAD.R . spadimo.R .  Full crmReg package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  
shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
Download / Learn more Package Citations See dependency  
eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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