Other packages > Find by keyword >

DEMOVA  

DEvelopment (of Multi-Linear QSPR/QSAR) MOdels VAlidated using Test Set
View on CRAN: Click here


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

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

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



Attach the package and use:
library("DEMOVA")
Maintained by
Vinca Prana
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-15
Latest Update: 2016-03-15
Description:
Tool for the development of multi-linear QSPR/QSAR models (Quantitative structure-property/activity relationship). Theses models are used in chemistry, biology and pharmacy to find a relationship between the structure of a molecule and its property (such as activity, toxicology but also physical properties). The various functions of this package allows: selection of descriptors based of variances, intercorrelation and user expertise; selection of the best multi-linear regression in terms of correlation and robustness; methods of internal validation (Leave-One-Out, Leave-Many-Out, Y-scrambling) and external using test sets.
How to cite:
Vinca Prana (2016). DEMOVA: DEvelopment (of Multi-Linear QSPR/QSAR) MOdels VAlidated using Test Set. R package version 1.0, https://cran.r-project.org/web/packages/DEMOVA. Accessed 27 Aug. 2026.
Previous versions and publish date:
1.0 (2016-03-15 19:54), (2026-07-09 08:01)
Other packages that cited DEMOVA R package
View DEMOVA citation profile
Other R packages that DEMOVA depends, imports, suggests or enhances
Complete documentation for DEMOVA
Functions, R codes and Examples using the DEMOVA R package
Some associated functions: DEMOVA-package . LMO . LOO . fitting . graphe_3Sets . prediction . preselection . scramb . select_MLR . select_variables . 
Some associated R codes: DEMOVA.R .  Full DEMOVA package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
lmmpar  
Parallel Linear Mixed Model
Embarrassingly Parallel Linear Mixed Model calculations spread across local cores which repeat until ...
Download / Learn more Package Citations See dependency  
BetterReg  
Better Statistics for OLS and Binomial Logistic Regression
Provides squared semi partial correlations, tolerance, Mahalanobis, Likelihood Ratio Chi Square, and ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  
ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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