Description Usage Arguments Value
View source: R/ajive_decomposition.R
Estimate the joint rank with the wedin bound, compute the signal scores SVD, double check each joint component.
1 2 | get_joint_scores(blocks, block_svd, initial_signal_ranks, sv_thresholds,
n_wedin_samples = 1000, n_rand_dir_samples = 1000, joint_rank = NA)
|
blocks |
List. A list of the data matrices. |
block_svd |
List. The SVD of the data blocks. |
initial_signal_ranks |
Numeric vector. Initial signal ranks estimates. |
sv_thresholds |
Numeric vector. The singular value thresholds from the initial signal rank estimates. |
n_wedin_samples |
Integer. Number of wedin bound samples to draw for each data matrix. |
n_rand_dir_samples |
Integer. Number of random direction bound samples to draw. |
joint_rank |
Integer or NA. User specified joint_rank. If NA will be estimated from data. |
Matrix. The joint scores.
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