Easily Carry Out Latent Profile Analysis (LPA) Using Open-Source or Commercial Software
Select best model using analytic hyrarchy process
Convert Mplus output to object of class 'tidyLPA'
Lo-Mendell-Rubin likelihood ratio test
Compare latent profile models
Estimate latent profiles
Estimate latent profiles using mclust
Estimate latent profiles using Mplus
Get data from objects generated by tidyLPA
Get estimates from objects generated by tidyLPA
Get fit indices from objects generated by tidyLPA
Pipe
Create correlation plots for a mixture model
Create density plots for mixture models
Create latent profile plots
Apply POMS-coding to data
Print tidyLPA
Print tidyProfile
Apply single imputation to data
tidyLPA: Functionality to carry out Latent Profile Analysis in R
An interface to the 'mclust' package to easily carry out latent profile analysis ("LPA"). Provides functionality to estimate commonly-specified models. Follows a tidy approach, in that output is in the form of a data frame that can subsequently be computed on. Also has functions to interface to the commercial 'MPlus' software via the 'MplusAutomation' package.