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]
All associated links for this package
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', 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  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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