Easily Carry Out Latent Profile Analysis


[Up] [Top]

Documentation for package ‘tidyLPA’ version 0.1.3

Help Pages

bootstrap_lrt Bootstrap the likelihood-ratio test statistic for mixture components
compare_solutions Explore BIC for various models and numbers of profiles
compare_solutions_mplus Explore BIC for various models and numbers of profiles using MPlus (requires purchasing and installing MPlus to use)
estimate_profiles Estimate parameters for profiles for a specific solution
estimate_profiles_mplus Estimate parameters for profiles for a specific solution (requires purchasing and installing MPlus to use)
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 Plot variable means and variances by profile for mclust output
plot_profiles_mplus Plot variable means and variances by profile for MPlus output (requires purchasing and installing MPlus to use)