Other packages > Find by keyword >

robustmatrix  

Robust Matrix-Variate Parameter Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("robustmatrix", "0.1.2")



Attach the package and use:
library("robustmatrix")
Maintained by
Marcus Mayrhofer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-16
Latest Update: 2024-01-29
Description:
Robust covariance estimation for matrix-valued data and data with Kronecker-covariance structure using the Matrix Minimum Covariance Determinant (MMCD) estimators and outlier explanation using and Shapley values.
How to cite:
Marcus Mayrhofer (2024). robustmatrix: Robust Matrix-Variate Parameter Estimation. R package version 0.1.2, https://cran.r-project.org/web/packages/robustmatrix
Previous versions and publish date:
0.1.0 (2024-01-16 14:40), 0.1.1 (2024-01-18 10:50)
Other packages that cited robustmatrix R package
View robustmatrix citation profile
Other R packages that robustmatrix depends, imports, suggests or enhances
Functions, R codes and Examples using the robustmatrix R package
Some associated functions: clean_prob_mmcd . cstep . darwin . matrixShapley . mmcd . mmd . mmle . n_subsets_mmcd . rmatnorm . weather . 
Some associated R codes: RcppExports.R . data.R . matrixShapley.R . matrix_qda.R . misc.R . mmd.R . rmatnorm.R . robustmatrix-package.R .  Full robustmatrix 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

thriftr  
Apache Thrift Client Server
Pure R implementation of Apache Thrift. This library doesn't require any code generation. To learn m ...
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  
plotBart  
Diagnostic and Plotting Functions to Supplement 'bartCause'
Functions to assist in diagnostics and plotting during the causal inference modeling process. Suppl ...
Download / Learn more Package Citations See dependency  
rofanova  
Robust Functional Analysis of Variance
Implements the robust functional analysis of variance (RoFANOVA), described in Centofanti et al. (20 ...
Download / Learn more Package Citations See dependency  
hydroTSM  
Time Series Management and Analysis for Hydrological Modelling
S3 functions for management, analysis, interpolation and plotting of time series used in hydrology a ...
Download / Learn more Package Citations See dependency  
onlineCOV  
Online Change Point Detection in High-Dimensional Covariance Structure
Implement a new stopping rule to detect anomaly in the covariance structure of high-dimensional onli ...
Download / Learn more Package Citations See dependency  
Maintainer: Jun Li (view profile)

22,086

R Packages

187,731

Dependencies

55,244

Author Associations

22,087

Publication Badges

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