Other packages > Find by keyword >

Docovt  

Distributed Online Covariance Matrix Tests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Docovt", "0.3")



Attach the package and use:
library("Docovt")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-27
Latest Update: 2025-06-30
Description:
Distributed Online Covariance Matrix Tests is a powerful tool designed to efficiently process and analyze distributed datasets. It enables users to perform covariance matrix tests in an online, distributed manner, making it highly suitable for large-scale data analysis. By leveraging advanced computational techniques, 'Docovt' ensures robust and scalable solutions for statistical analysis, particularly in scenarios where data is dispersed across multiple nodes or sources. This package is ideal for researchers and practitioners working with high-dimensional data, providing a flexible and efficient framework for covariance matrix estimation and hypothesis testing. The philosophy of 'Docovt' is described in Guo G.(2025) <doi:10.1016/j.physa.2024.130308>.
How to cite:
Guangbao Guo (2025). Docovt: Distributed Online Covariance Matrix Tests. R package version 0.3, https://cran.r-project.org/web/packages/Docovt. Accessed 17 Jul. 2026.
Previous versions and publish date:
0.1 (2025-02-27 17:50), 0.2 (2025-06-30 04:10), 0.3 (2025-09-03 09:50), (2026-07-09 08:02)
Other packages that cited Docovt R package
View Docovt citation profile
Other R packages that Docovt depends, imports, suggests or enhances
Complete documentation for Docovt
Functions, R codes and Examples using the Docovt R package
Full Docovt package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
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  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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