Other packages > Find by keyword >

CorBin  

Generate High-Dimensional Binary Data with Correlation Structures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CorBin", "1.0.0")



Attach the package and use:
library("CorBin")
Maintained by
Shuang Song
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-08-08
Latest Update: 2020-11-14
Description:
We design algorithms with linear time complexity with respect to the dimension for three commonly studied correlation structures, including exchangeable, decaying-product and K-dependent correlation structures, and extend the algorithms to generate binary data of general non-negative correlation matrices with quadratic time complexity. Jiang, W., Song, S., Hou, L. and Zhao, H. "A set of efficient methods to generate high-dimensional binary data with specified correlation structures." The American Statistician. See for a detailed presentation of the method.
How to cite:
Shuang Song (2019). CorBin: Generate High-Dimensional Binary Data with Correlation Structures. R package version 1.0.0, https://cran.r-project.org/web/packages/CorBin
Previous versions and publish date:
0.3.1 (2019-08-08 15:40), 0.3.3 (2019-10-19 06:10)
Other packages that cited CorBin R package
View CorBin citation profile
Other R packages that CorBin depends, imports, suggests or enhances
Functions, R codes and Examples using the CorBin R package
Some associated functions: cBern . cBern1dep . cBernDCP . cBernEx . rhoMax1dep . rhoMaxDCP . rhoMaxEx . 
Some associated R codes: cBern.R . cBern1dep.R . cBernAR_single.R . cBernDCP.R . cBernEx.R . cBernMdep0.R . cBernMdep0_single.R . cBernMdep1.R . cBernMdep1_single.R . cBernMdepk.R . cBernMdepk_single.R . rhoMaxDCP.R . rhoMaxEx.R . rhoMaxMdep.R . rhoMaxMdep1.R .  Full CorBin package functions and examples
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

foghorn  
Summarize CRAN Check Results in the Terminal
The CRAN check results and where your package stands in the CRAN submission queue in your R termina ...
Download / Learn more Package Citations See dependency  
coro  
'Coroutines' for R
Provides 'coroutines' for R, a family of functions that can be suspended and resumed later on. This ...
Download / Learn more Package Citations See dependency  
ids  
Generate Random Identifiers
Generate random or human readable and pronounceable identifiers. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
wordpiece.data  
Data for Wordpiece-Style Tokenization
Provides data to be used by the wordpiece algorithm in order to tokenize text into somewhat meaning ...
Download / Learn more Package Citations See dependency  
baguette  
Efficient Model Functions for Bagging
Tree- and rule-based models can be bagged () using this package and their p ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns