MLRMPA: A package for Multilinear Regression Model Population Analysis
Version 1.0

This package provides Multilinear Regression Model Population Analysis to build a pool of models between quantitative activity and chemical descriptors. Also some useful model validation functions. Contains all molecular descriptors of 101 organic compounds and acticity dataset.

Browse man pages Browse package API and functions Browse package files

AuthorMeihong Xie and Xiaoyun Zhang
Date of publication2013-09-12 08:05:20
MaintainerXiaoyun Zhang <xyzhang@lzu.edu.cn>
LicenseGPL-2
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MLRMPA")

Man pages

activity: Setschenow Contants of 101 Organic Compounds
deleted_descriptor: The Name of Non-information Descriptors
descriptor: Chemical Descriptors of All 101 Organic Compounds
lmcv: LOOCV
MLRMPA-package: Multiple Linear Regression Model Population Analysis
plotcor: Histogram Plot of Correlation Distribution
plotvar: Histogram Plot of Variance Distribution
Qsquared.ext: Squared-Q of the Test Set
Rsquared: Squared-R
scale_MinMax: Min-Max Normalization
stepMLRMPA: Multiple Linear Regression Model Population Analysis
VarCor: VarCor Selection and Dataset Partition
vif: Variance Inflation Factor

Functions

MLRMPA Man page
MLRMPA-package Man page
Qsquared.ext Man page Source code
Rsquared Man page Source code
VarCor Man page Source code
activity Man page
deleted_descriptor Man page
descriptor Man page
lmcv Man page Source code
plotcor Man page Source code
plotvar Man page Source code
scale_MinMax Man page Source code
squared-Q.ext Man page
stepMLRMPA Man page Source code
vif Man page Source code

Files

NAMESPACE
data
data/descriptor.rda
data/activity.rda
data/deleted_descriptor.rda
R
R/Rsquared.R
R/plotcor.R
R/scale_MinMax.R
R/vif.R
R/VarCor.R
R/lmcv.R
R/plotvar.R
R/Qsquared.ext.R
R/stepMLRMPA.R
MD5
DESCRIPTION
man
man/descriptor.Rd
man/plotvar.Rd
man/VarCor.Rd
man/vif.Rd
man/plotcor.Rd
man/MLRMPA-package.Rd
man/scale_MinMax.Rd
man/lmcv.Rd
man/Rsquared.Rd
man/stepMLRMPA.Rd
man/Qsquared.ext.Rd
man/deleted_descriptor.Rd
man/activity.Rd
MLRMPA documentation built on May 19, 2017, 7:38 a.m.