Generalized Network-Based Dimensionality Reduction and Analysis

biplot.nda | Biplot function for Generalized Network-based Dimensionality... |

COVID19_2020 | Covid'19 case datesets of countries (2020), where the data... |

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 University Ranking 2020 for all scientific... |

data_gen | Generate random block matrix for GNDA |

dCor | Calculating distance correlation of two vectors or columns of... |

dCov | Calculating distance covariance of two vectors or columns of... |

fs.dmred | Feature selection for PCA, FA, and (G)NDA |

fs.KMO | Feature selection for KMO |

GOVDB2020 | Governmental and economic data of countries (2020), where the... |

I40_2020 | NUTS2 regional development data (2020) of I4.0 readiness,... |

nda | Package of Generalized Network-based Dimensionality Reduction... |

ndr | Genearlized Network-based Dimensionality Reduction and... |

normalize | Min-max normalization |

pdCor | Calculating partial distance correlation of columns of a... |

plot.nda | Plot function for Generalized Network-based Dimensionality... |

print.nda | Print function of Generalized Network-based Dimensionality... |

spdCor | Calculating semi-partial distance correlation of columns of a... |

summary.nda | Summary function of Generalized Network-based Dimensionality... |

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