Other packages > Find by keyword >

gdim  

Estimate Graph Dimension using Cross-Validated Eigenvalues
View on CRAN: Click here


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

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

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



Attach the package and use:
library("gdim")
Maintained by
Alex Hayes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-05
Latest Update: 2023-09-05
Description:
Cross-validated eigenvalues are estimated by splitting a graph into two parts, the training and the test graph. The training graph is used to estimate eigenvectors, and the test graph is used to evaluate the correlation between the training eigenvectors and the eigenvectors of the test graph. The correlations follow a simple central limit theorem that can be used to estimate graph dimension via hypothesis testing, see Chen et al. (2021) for details.
How to cite:
Alex Hayes (2023). gdim: Estimate Graph Dimension using Cross-Validated Eigenvalues. R package version 0.1.1, https://cran.r-project.org/web/packages/gdim. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1.0 (2023-09-05 22:20)
Other packages that cited gdim R package
View gdim citation profile
Other R packages that gdim depends, imports, suggests or enhances
Complete documentation for gdim
Functions, R codes and Examples using the gdim R package
Some associated functions: eigcv . gdim-package . pipe . plot.eigcv . print.eigcv . 
Some associated R codes: eigcv.R . gdim-package.R . utils.R .  Full gdim package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
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  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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