Man pages for ldstatsHD
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 |
