cov_plot_data function

Prepare data for Plotting Covariance Matrix

cov_plot_data(sobj, type = "relpos", ordering = TRUE, facetting = TRUE)

Arguments

• sobj: A simrel object
• type: Type of covariance matrix - can take two values relpos for relevant position of principal components and relpred for relevant position of predictor variables
• ordering: TRUE for ordering the covariance for block diagonal display
• facetting: TRUE for facetting the predictor and response space. FALSE will give a single facet plot

Returns

A data frame with covariances and related values based on type argument that is ready to plot

Examples

sobj <- simrel(n = 100, p = 10, q = c(4, 5), relpos = list(c(1, 2, 3), c(4, 6, 7)), m = 3,
               R2 = c(0.8, 0.7), ypos = list(c(1, 3), 2), gamma = 0.7, type = "multivariate")
head(cov_plot_data(sobj))