Other packages > Find by keyword >

latentcor  

Fast Computation of Latent Correlations for Mixed Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("latentcor", "2.0.1")



Attach the package and use:
library("latentcor")
Maintained by
Mingze Huang
[Scholar Profile | Author Map]
First Published: 2021-08-26
Latest Update: 2022-09-05
Description:
The first stand-alone R package for computation of latent correlation that takes into account all variable types (continuous/binary/ordinal/zero-inflated), comes with an optimized memory footprint, and is computationally efficient, essentially making latent correlation estimation almost as fast as rank-based correlation estimation. The estimation is based on latent copula Gaussian models. For continuous/binary types, see Fan, J., Liu, H., Ning, Y., and Zou, H. (2017). For ternary type, see Quan X., Booth J.G. and Wells M.T. (2018) . For truncated type or zero-inflated type, see Yoon G., Carroll R.J. and Gaynanova I. (2020) . For approximation method of computation, see Yoon G., M
How to cite:
Mingze Huang (2021). latentcor: Fast Computation of Latent Correlations for Mixed Data. R package version 2.0.1, https://cran.r-project.org/web/packages/latentcor. Accessed 09 May. 2025.
Previous versions and publish date:
1.0.0 (2021-08-26 21:10), 1.1.0 (2021-10-04 15:30), 1.2.0 (2021-10-31 06:30), 1.2.1 (2022-06-07 16:00), 2.0.0 (2022-08-09 07:20)
Other packages that cited latentcor R package
View latentcor citation profile
Other R packages that latentcor depends, imports, suggests or enhances
Complete documentation for latentcor
Functions, R codes and Examples using the latentcor R package
Some associated functions: evaluation . gen_data . get_types . interpolant . interpolation . ipol . latentcor . mlappx.real . r_ml_wrapper . 
Some associated R codes: evaluation.R . gen_data.R . get_types.R . internal.R . interpolant.R . interpolation.R . ipol.R . latentcor.R . multilinear.R . tools.R .  Full latentcor package functions and examples
Downloads during the last 30 days
04/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/07Downloads for latentcor510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

disparityfilter  
Disparity Filter Algorithm for Weighted Networks
The disparity filter algorithm is a network reduction technique to identify the 'backbone' structur ...
Download / Learn more Package Citations See dependency  
SACOBRA  
Self-Adjusting COBRA
Performs surrogate-assisted optimization for expensive black-box constrained problems. ...
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  
assertive.numbers  
Assertions to Check Properties of Numbers
A set of predicates and assertions for checking the properties of numbers. This is mainly for use ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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