Network-Based Dimensionality Reduction and Analysis

Documentation for package ‘nda’ version 0.1.6

biplot.nda	Biplot function for Network-based Dimensionality Reduction and Analysis (NDA)
COVID19_2020	Covid'19 of countries (2020), where the data frame has 138 observations of 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's 2020 dataset, where the data frame has 1176 observations of 42 variables.
data_gen	Generate random block matrix for NDA
dCor	Calculating distance correlation of two vectors or columns of a matrix
GOVDB2020	Governmental and economic data of countries (2020), where the data frame has 138 observations of 2161 variables.
I40_2020	NUTS2 regional development data (2020), where the data frame has 414 observations of 101 variables.
nda	Package of Network-based Dimensionality Reduction and Analyses
ndr	Network-based Dimensionality Reduction and Analysis (NDA)
plot.nda	Plot function for Network-based Dimensionality Reduction and Analysis (NDA)
summary.nda	Summary function of Network-based Dimensionality Reduction and Analysis (NDA)