Other packages > Find by keyword >

gips  

Gaussian Model Invariant by Permutation Symmetry
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gips", "1.2.1")



Attach the package and use:
library("gips")
Maintained by
Adam Przemysław Chojecki
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-10-13
Latest Update: 2023-08-12
Description:
Find the permutation symmetry group such that the covariance matrix of the given data is approximately invariant under it. Discovering such a permutation decreases the number of observations needed to fit a Gaussian model, which is of great use when it is smaller than the number of variables. Even if that is not the case, the covariance matrix found with 'gips' approximates the actual covariance with less statistical error. The methods implemented in this package are described in Graczyk et al. (2022) .
How to cite:
Adam Przemysław Chojecki (2022). gips: Gaussian Model Invariant by Permutation Symmetry. R package version 1.2.1, https://cran.r-project.org/web/packages/gips. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-10-13 19:42), 1.2.0 (2023-08-07 17:50)
Other packages that cited gips R package
View gips citation profile
Other R packages that gips depends, imports, suggests or enhances
Complete documentation for gips
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

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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