# Network-Based Dimensionality Reduction and Analysis

## Documentation for package ‘nda’ version 0.1.6

- DESCRIPTION file.
- Package NEWS.

## Help Pages

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)