All functions

bootstrap_lrt

Bootstrap the likelihood-ratio test statistic for mixture components

compare_solutions_mplus

Explore BIC for various models and numbers of profiles using MPlus (requires purchasing and installing MPlus to use)

compare_solutions

Explore BIC for various models and numbers of profiles

estimate_profiles_mplus

Estimate parameters for profiles for a specific solution (requires purchasing and installing MPlus to use)

estimate_profiles

Estimate parameters for profiles for a specific solution

extract_LL_mplus

Extract log-likelihoods from models fit with estimate_profiles_mplus()

extract_mplus_summary

Extract summary statistics from an Mplus model

pisaUSA15

student questionnaire data with four variables from the 2015 PISA for students in the United States

plot_profiles_mplus

Plot variable means and variances by profile for MPlus output (requires purchasing and installing MPlus to use)

plot_profiles

Plot variable means and variances by profile for mclust output

tidyLPA

tidyLPA: Functionality to carry out Latent Profile Analysis in R