Linear Dependence Statistics for High-Dimensional Data

aagnesLambdaSelection | Augmented-MSE regularization parameter selection |

agnesAC | AGNES coefficient |

agnesLambdaSelection | AGNES regularization parameter selection |

aicBicLambdaSelection | AIC/BIC regularization parameter selection |

cor2mean | Average square correlation by rows |

cor2meanAdj | adjusted average square correlation by rows |

eqCorrMatTest | equality of two correlation matrices test |

eqCorTestByRows | Correlation matrices test by rows |

EstradaIndex | Estrada Index of a graph structure |

graphCorr | One minus graph correlation matrix |

graphDist | Inverse of the geodesic distance matrix |

harmonicMean | Harmonic mean of network distances |

lambdaSelection | Regularization parameter selection based on network... |

ldstatsHD-internal | Internal functions |

ldstatsHD-package | Linear Dependence Statistics for High-Dimensional data |

pcLambdaSelection | Path Connectivity regularization parameter selection |

pcorSimulator | Partial Correlation Matrix simulator |

pcorSimulatorJoint | joint partial correlation matrices simulator |

plotequalityCorrelationsByRows | plot for equality of two correlation matrices by rows test |

plotPcorSimulator | Partial correlation matrix simulator plot |

plotPcorSimulatorJoint | Joint partial correlation matrix simulator plot |

plotwfgl | Joint partial correlation matrix estimator plot |

plotwfrl | Joint regression coefficient matrix estimator plot |

thresholdSelection | Threshold selection for equality of correlation matrices test |

vulnLambdaSelection | Vulnerability regularization parameter selection |

wfgl | weighted fused graphical lasso |

wfrl | joint estimation of multiple regression coefficient matrices |

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