get_final_decomposition_robustH {RaJIVE}

Computes the final JIVE decomposition.

Description

Computes X = J + I + E for a single data block and the respective SVDs.

Usage

get_final_decomposition_robustH(X, joint_scores, sv_threshold, full = TRUE)

Arguments

X

Matrix. The original data matrix.

joint_scores

Matrix. The basis of the joint space (dimension n x joint_rank).

sv_threshold

Numeric vector. The singular value thresholds from the initial signal rank estimates.

full

Boolean. Do we compute the full J, I matrices or just svd