Generalized Network-Based Dimensionality Reduction and Analysis

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Documentation for package ‘nda’ version 0.3.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

nda-package	Package of Generalized Network-based Dimensionality Reduction and Analyses
biplot.nda	Biplot NDA Scores and Loadings
COVID19_2020	COVID-19 case data for 138 countries and 18 variables
CrimesUSA1990.X	Crimes in USA cities in 1990. Independent variables (X)
CrimesUSA1990.Y	Crimes in USA cities in 1990. Dependent variable (Y)
CWTS_2020	CWTS Leiden University Ranking 2020 with 1,176 universities and 42 indicators
data_gen	Generate Structured NDA Example Data
dCor	Distance-Correlation Matrix
dCov	Distance-Covariance Matrix
fitted.ndrlm	NDRLM Fitted Values
fs.dimred	Loading-Based Feature Selection
fs.KMO	KMO-Based Feature Selection
GOVDB2020	Governmental and economic data for 138 countries and 2,161 variables
I40_2020	NUTS2 regional Industry 4.0 readiness data with 414 observations and 101 variables
nda	Package of Generalized Network-based Dimensionality Reduction and Analyses
ndr	Generalized Network-Based Dimensionality Reduction and Analysis
ndrlm	Network-Based Dimensionality Reduction and Regression
normalize	Fast Min-Max Normalization
pdCor	Partial Distance-Correlation Matrix
plot.nda	Plot an NDA Association Network
plot.ndrlm	Plot an NDRLM Path Network
predict.nda	Predict NDA Scores
predict.ndrlm	Predict from an NDRLM Model
print.nda	Print an NDA Model
print.ndrlm	Print an NDRLM Model
residuals.ndrlm	NDRLM Residuals
spdCor	Semipartial Distance-Correlation Matrix
summary.nda	Summarize an NDA Model
summary.ndrlm	Summarize an NDRLM Model