R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
Other packages >
Find by keyword >
Explore topics
NEW!!! rpkg.net flagship R package "quickcode" now available in CRAN quickcode TM
ConsensusOPLS
View on CRAN: Click
here
Download and install ConsensusOPLS package within the R console
Install from CRAN:
install.packages("ConsensusOPLS")
Install from Github:
library("remotes")
install_github("cran/ConsensusOPLS")
Install by package version:
library("remotes")
install_version("ConsensusOPLS", "1.0.0")
Attach the package and use:
library("ConsensusOPLS")
Maintained by
Van Du T. Tran
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-20
Latest Update: 2024-06-20
Description:
Merging data from multiple sources is a relevant approach for comprehensively evaluating complex systems. However, the inherent problems encountered when analyzing single tables are amplified with the generation of multi-block datasets, and finding the relationships between data layers of increasing complexity constitutes a challenging task. For that purpose, a generic methodology is proposed by combining the strengths of established data analysis strategies, i.e. multi-block approaches and the Orthogonal Partial Least Squares (OPLS) framework to provide an efficient tool for the fusion of data obtained from multiple sources. The package enables quick and efficient implementation of the consensus OPLS model for any horizontal multi-block data structure (observation-based matching). Moreover, it offers an interesting range of metrics and graphics to help to determine the optimal number of components and check the validity of the model through permutation tests. Interpretation tools include scores and loadings plots, as well as Variable Importance in Projection (VIP), and performance coefficients such as R2, Q2 and DQ2 coefficients. J. Boccard and D.N. Rutledge (2013) <doi:10.1016/j.aca.2013.01.022>.
How to cite:
Van Du T. Tran (2024). ConsensusOPLS: Consensus OPLS for Multi-Block Data Fusion. R package version 1.0.0, https://cran.r-project.org/web/packages/ConsensusOPLS
Previous versions and publish date:
No previous versions
Other packages that cited ConsensusOPLS R package
View ConsensusOPLS citation profile
Other R packages that ConsensusOPLS depends,
imports, suggests or enhances
Functions, R codes and Examples using
the ConsensusOPLS R package
Full ConsensusOPLS 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
MPCI
It performs the followings Multivariate Process Capability Indices: Shahriari et al. (1995) Multivar ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Edgar Santos-Fernandez (view profile)
DelayedEffect.Design
Provides sample size and power calculations when the treatment time-lag effect is present and the la ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bill Wheeler (view profile)
PCL
We fit causal models using proxies. We implement two stage proximal least squares estimator. E.J. Tc ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andrew Ying (view profile)
largeList
Functions to write or append a R list to a file, as well as read, remove, modify elements from it wi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Yuchun Zhang (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
interplex
Computational topology, which enables topological data analysis
(TDA), makes pervasive use of abstr ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jason Cory Brunson (view profile)
22,431
R Packages
191,269
Dependencies
56,139
Author Associations
22,432
Publication Badges
![happy holidays](/assets/christmaslogo2.png)
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns