Man pages for rrda
Ridge Redundancy Analysis for High-Dimensional Omics Data
| Bhat_mat_rlist | Generate a list of rank-specific Bhat matrices (the... |
| get_Bhat_comp | Compute the components of the coefficient Bhat using SVD. |
| get_lambda | Estimate an appropriate value for the ridge penalty (lambda). |
| get_rlist | Generate rank-specific matrices by combining the left and... |
| MSE_lambda_rank | Compute MSE for different ranks of the coefficient Bhat and... |
| rdasim1 | Generate simulated data for Ridge Redundancy Analysis (RDA). |
| rdasim2 | Generate simulated data for Ridge Redundancy Analysis (RDA). |
| rrda.coef | Calculate the Bhat matrix from the return of the 'rrda.fit'... |
| rrda.cv | Cross-validation for Ridge Redundancy Analysis |
| rrda.fit | Calculate the coefficient Bhat by Ridge Redundancy Analysis. |
| rrda.heatmap | Heatmap of the results of cross-validation for Bhat obtained... |
| rrda.plot | Plot the results of cross-validation for Bhat obtained from... |
| rrda.predict | Calculate the predicted matrix Yhat using the coefficient... |
| rrda.summary | Summarize the results of cross-validation for the coefficient... |
| sqrt_inv_d2_lambda | Compute the square root of the inverse of (d^2 + lambda). |
| unbiased_scale | Scale a matrix using unbiased estimators for the mean and... |
| unscale_matrices | Unscale a matrix based on provided mean and standard... |
| unscale_nested_matrices_map | Apply unscaling to a nested list of matrices using specified... |
| Yhat_mat_rlist | Generate a list of rank-specific Yhat matrices. |
