plot_sim {multivar}

Plot data arising from multivar_sim.

Description

Plot data arising from multivar_sim.

Usage

plot_sim(
  x,
  plot_type = "common",
  facet_ncol = 3,
  datasets = "all",
  ub = 1,
  lb = -1
)

Arguments

x

Object. An object returned by multivar_sim.

plot_type

Character. User can specify "common" to plot the common effects matrix, "unique" to plot the unique effects matrix, or "total" to plot the total effects matrix.

facet_ncol

Numeric. Number of columns to use in the "unique" or "total" effects plot.

datasets

Numeric. A vector containing the index of datasets to plot. Default is "all".

ub

Numeric. Upper bound on coefficient values for heatmap index. Default is 1.

lb

Numeric. Lower bound on coefficient values for heatmap index. Default is -1.

Examples

k <- 3
d <- 5
n <- 50
prop_fill_com <- .2
prop_fill_ind <- .2
lb <- 0.1
ub <- 0.7
sigma <- diag(0.1,d)
sim <- multivar_sim(k, d, n, prop_fill_com, prop_fill_ind, lb, ub,sigma)
plot_sim(sim, plot_type = "common")