Plot functional shapes of cluster linear predictors — plot_clusters

Plots the estimated mean functional shape (linear predictor or inverse-link scale) for each cluster in a given MCMC sample of an sfclust object.

Usage

plot_clusters_fitted(
  x,
  sample = x$clust$id,
  clusters = NULL,
  sort = FALSE,
  legend = FALSE,
  inv_link = TRUE,
  fnames = NULL,
  ...
)

x: An sfclust object.
sample: Integer specifying the clustering sample to display. Defaults to the last sample.
clusters: Optional vector of cluster IDs to include. If NULL, all clusters are shown.
sort: Logical; if TRUE, clusters are relabeled by decreasing size. Default is FALSE.
legend: Logical; if TRUE, a color legend is included. Default is FALSE.
inv_link: Logical; if TRUE (default), values are shown on the inverse-link (mean) scale.
fnames: Character. Name of the column to use as the x-axis (functional dimension). If NULL, taken from the result's stored args (set automatically by sfclust()).
...: Additional arguments passed to geom_line().

A ggplot2 object.