Other packages > Find by keyword >

nevada  

Network-Valued Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nevada", "0.2.0")



Attach the package and use:
library("nevada")
Maintained by
Aymeric Stamm
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-25
Latest Update: 2023-09-03
Description:
A flexible statistical framework for network-valued data analysis. It leverages the complexity of the space of distributions on graphs by using the permutation framework for inference as implemented in the 'flipr' package. Currently, only the two-sample testing problem is covered and generalization to k samples and regression will be added in the future as well. It is a 4-step procedure where the user chooses a suitable representation of the networks, a suitable metric to embed the representation into a metric space, one or more test statistics to target specific aspects of the distributions to be compared and a formula to compute the permutation p-value. Two types of inference are provided: a global test answering whether there is a difference between the distributions that generated the two samples and a local test for localizing differences on the network structure. The latter is assumed to be shared by all networks of both samples. References: Lovato, I., Pini, A., Stamm, A., Vantini, S. (2020) "Model-free two-sample test for network-valued data" ; Lovato, I., Pini, A., Stamm, A., Taquet, M., Vantini, S. (2021) "Multiscale null hypothesis testing for network-valued data: Analysis of brain networks of patients with autism" .
How to cite:
Aymeric Stamm (2021). nevada: Network-Valued Data Analysis. R package version 0.2.0, https://cran.r-project.org/web/packages/nevada. Accessed 11 Mar. 2026.
Previous versions and publish date:
0.1.0 (2021-09-25 08:40)
Other packages that cited nevada R package
View nevada citation profile
Other R packages that nevada depends, imports, suggests or enhances
Complete documentation for nevada
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
igoR  
Intergovernmental Organizations Database
Tools to extract information from the Intergovernmental Organizations ('IGO') Database , version 3, ...
Download / Learn more Package Citations See dependency  
openNLPdata  
Apache OpenNLP Jars and Basic English Language Models
Apache OpenNLP jars and basic English language models. ...
Download / Learn more Package Citations See dependency  
histogram  
Construction of Regular and Irregular Histograms with Different Options for Automatic Choice of Bins
Automatic construction of regular and irregular histograms as described in Rozenholc/Mildenberger/Ga ...
Download / Learn more Package Citations See dependency  
roptions  
Option Strategies and Valuation
Collection of tools to develop options strategies, value option contracts using the Black-Scholes-Me ...
Download / Learn more Package Citations See dependency  
sorocs  
A Bayesian Semiparametric Approach to Correlated ROC Surfaces
A Bayesian semiparametric Dirichlet process mixtures to estimate correlated receiver operating chara ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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