ajive.data.sim |
Simulation of data blocks |
data_heatmap |
Decomposition Heatmaps |
decomposition_heatmaps_robustH |
Decomposition Heatmaps |
get_block_loadings |
Block Loadings |
get_block_scores |
Block Scores |
get_final_decomposition_robustH |
Computes the final JIVE decomposition. |
get_individual_decomposition_robustH |
Computes the individual matrix for a data block. |
get_individual_rank |
Individual Rank |
get_joint_decomposition_robustH |
Computes the individual matrix for a data block |
get_joint_rank |
Joint Rank |
get_joint_scores_robustH |
Computes the joint scores. |
get_random_direction_bound_robustH |
Estimate the wedin bound for a data matrix. |
get_svd_robustH |
Computes the robust SVD of a matrix Using robRsvd |
get_sv_threshold |
The singular value threshold. |
get_wedin_bound_samples |
Gets the wedin bounds |
Rajive |
Robust Angle based Joint and Individual Variation Explained |
RobRSVD.all |
Computes the robust SVD of a matrix |
showVarExplained_robust |
Proportions of variance explained |
sim_dist |
Simulation of single data block from distribution |
svd_reconstruction |
Reconstruces the original matrix from its robust SVD. |
truncate_svd |
Truncates a robust SVD. |
wedin_bound_resampling |
Resampling procedure for the wedin bound |