Plot Class Membership Profile (CMP) from exametrika

This function takes exametrika output as input and generates Class Membership Profile (CMP) plots using ggplot2. CMP shows each student's membership probability across all latent classes.

Usage

plotCMP_gg(
  data,
  title = TRUE,
  colors = NULL,
  linetype = "dashed",
  show_legend = FALSE,
  legend_position = "right"
)

Arguments

data: An object of class c("exametrika", "LCA") or c("exametrika", "BINET"). If LRA, Biclustering, LDLRA, or LDB output is provided, RMP will be plotted instead with a warning.
title: Logical or character. If TRUE (default), display an auto-generated title. If FALSE, no title. If a character string, use it as a custom title (only for single-student plots).
colors: Character vector. Color(s) for points and lines. If NULL (default), a colorblind-friendly palette is used.
linetype: Character or numeric specifying the line type. Default is "dashed".
show_legend: Logical. If TRUE, display the legend. Default is FALSE.
legend_position: Character. Position of the legend. One of "right" (default), "top", "bottom", "left", "none".

Value

A list of ggplot objects, one for each student. Each plot shows the membership probability across all latent classes.

Details

The Class Membership Profile visualizes how strongly each student belongs to each latent class. Students with high membership probability in a single class are well-classified, while students with similar probabilities across classes may be ambiguous cases.

Examples

library(exametrika)
# \donttest{
result <- LCA(J15S500, ncls = 5)
plots <- plotCMP_gg(result)
plots[[1]] # Show CMP for the first student

# }