decomposition_heatmaps_robustH: Decomposition Heatmaps

In RaJIVE: Robust Angle Based Joint and Individual Variation Explained

Description

Visualization of the RaJIVE decomposition, it shows heatmaps of the decomposition obtained by RaJIVE

Usage

decomposition_heatmaps_robustH(blocks, jive_results_robust)

Arguments

blocks	List. The initial data blocks.
jive_results_robust	List. The RaJIVE decomposition.

Value

The heatmap of the decomposition

Examples

n <- 10
pks <- c(20, 10)
Y <- ajive.data.sim(K =2, rankJ = 2, rankA = c(7, 4), n = n,
                 pks = pks, dist.type = 1)
initial_signal_ranks <-  c(7, 4)
data.ajive <- list((Y$sim_data[[1]]), (Y$sim_data[[2]]))
ajive.results.robust <- Rajive(data.ajive, initial_signal_ranks)
decomposition_heatmaps_robustH(data.ajive, ajive.results.robust)

RaJIVE documentation built on Feb. 4, 2021, 5:05 p.m.