A package for Multilinear Regression Model Population Analysis

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Documentation for package ‘MLRMPA’ version 1.0

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MLRMPA-package Multiple Linear Regression Model Population Analysis
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 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
squared-Q.ext Squared-Q of the Test Set
stepMLRMPA Multiple Linear Regression Model Population Analysis
VarCor VarCor Selection and Dataset Partition
vif Variance Inflation Factor