Other packages > Find by keyword >

CVEK  

Cross-Validated Kernel Ensemble
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CVEK", "0.1-2")



Attach the package and use:
library("CVEK")
Maintained by
Wenying Deng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update:
Description:
Implementation of Cross-Validated Kernel Ensemble (CVEK), a flexible modeling framework for robust nonlinear regression and hypothesis testing based on ensemble learning with kernel-ridge estimators (Jeremiah et al. (2017) and Wenying et al. (2018) ). It allows user to conduct nonlinear regression with minimal assumption on the function form by aggregating nonlinear models generated from a diverse collection of kernel families. It also provides utilities to test for the estimated nonlinear effect under this ensemble estimator, using either the asymptotic or the bootstrap version of a generalized score test.
How to cite:
Wenying Deng (2020). CVEK: Cross-Validated Kernel Ensemble. R package version 0.1-2, https://cran.r-project.org/web/packages/CVEK. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1-0 (2020-11-23 11:00), 0.1-1 (2020-11-25 08:30), 0.1-2 (2020-12-18 17:10)
Other packages that cited CVEK R package
View CVEK citation profile
Other R packages that CVEK depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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