Other packages > Find by keyword >

flintyR  

Simple and Flexible Tests of Sample Exchangeability
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("flintyR", "0.1.0")



Attach the package and use:
library("flintyR")
Maintained by
Alan Aw
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-06
Latest Update: 2023-03-23
Description:
Given a multivariate dataset and some knowledge about the dependencies between its features, it is customary to fit a statistical model to the features to infer parameters of interest. Such a procedure implicitly assumes that the sample is exchangeable. This package provides a flexible non-parametric test of this exchangeability assumption, allowing the user to specify the feature dependencies by hand as long as features can be grouped into disjoint independent sets. This package also allows users to test a dual hypothesis, which is, given that the sample is exchangeable, does a proposed grouping of the features into disjoint sets also produce statistically independent sets of features? See Aw, Spence and Song (2023) for the accompanying paper.
How to cite:
Alan Aw (2021). flintyR: Simple and Flexible Tests of Sample Exchangeability. R package version 0.1.0, https://cran.r-project.org/web/packages/flintyR. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.0.1 (2021-09-06 11:00), 0.0.2 (2021-09-28 14:40)
Other packages that cited flintyR R package
View flintyR citation profile
Other R packages that flintyR depends, imports, suggests or enhances
Complete documentation for flintyR
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
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  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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