Other packages > Find by keyword >

cap  

Covariate Assisted Principal (CAP) Regression for Covariance Matrix Outcomes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cap", "1.0")



Attach the package and use:
library("cap")
Maintained by
Yi Zhao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-01
Latest Update: 2018-09-30
Description:
Performs Covariate Assisted Principal (CAP) Regression for covariance matrix outcomes. The method identifies the optimal projection direction which maximizes the log-likelihood function of the log-linear heteroscedastic regression model in the projection space. See Zhao et al. (2018), Covariate Assisted Principal Regression for Covariance Matrix Outcomes, for details.
How to cite:
Yi Zhao (2018). cap: Covariate Assisted Principal (CAP) Regression for Covariance Matrix Outcomes. R package version 1.0, https://cran.r-project.org/web/packages/cap. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.0 (2018-10-01 01:00)
Other packages that cited cap R package
View cap citation profile
Other R packages that cap depends, imports, suggests or enhances
Functions, R codes and Examples using the cap R package
Some associated functions: cap-package . capReg . cap_beta . env.example . 
Some associated R codes: BC.CI.R . MatReg_QC.R . MatReg_QC_RE.R . MatReg_QC_beta.R . MatReg_QC_opt.R . MatReg_QC_opt2.R . cap-internal.R . capReg.R . cap_beta.R . diag.level.R . objfunc.R . space_sim.R .  Full cap package functions and examples
Downloads during the last 30 days
03/1303/1503/1703/1903/2003/2103/2203/2303/2603/2804/0104/0204/0604/0704/08Downloads for cap11.522.533.54TrendBars

Today's Hot Picks in Authors and Packages

GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  
txtq  
A Small Message Queue for Parallel Processes
This queue is a data structure that lets parallel processes send and receive messages, and it can he ...
Download / Learn more Package Citations See dependency  
xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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