Generalized Network-Based Dimensionality Reduction and Analysis
Calculation of fitted values of Generalized Network-based Dimensionali...
Calculation of residual values of Generalized Network-based Dimensiona...
Calculating semi-partial distance correlation of columns of a matrix
Biplot function for Generalized Network-based Dimensionality Reduction...
Generate random block matrix for GNDA
Calculating distance correlation of two vectors or columns of a matrix
Calculating distance covariance of two vectors or columns of a matrix
Feature selection for PCA, FA, and (G)NDA
Feature selection for KMO
Package of Generalized Network-based Dimensionality Reduction and Anal...
Genearlized Network-based Dimensionality Reduction and Analysis (GNDA)
Genearlized Network-based Dimensionality Reduction and Regression (GND...
Min-max normalization
Calculating partial distance correlation of columns of a matrix
Plot function for Generalized Network-based Dimensionality Reduction a...
Plot function for Generalized Network-based Dimensionality Reduction a...
Calculation of predicted values of Generalized Network-based Dimension...
Calculation of predicted values of Generalized Network-based Dimension...
Print function of Generalized Network-based Dimensionality Reduction a...
Print summary of Generalized Network-based Dimensionality Reduction an...
Summary function of Generalized Network-based Dimensionality Reduction...
Summary function of Generalized Network-based Dimensionality Reduction...
Non-parametric dimensionality reduction function. Reduction with and without feature selection. Plot functions. Automated feature selections. Kosztyan et. al. (2024) <doi:10.1016/j.eswa.2023.121779>.