Man pages for latents
Multilevel Latent Profile, Class and Transition Models

bootstrap_lrt	Parametric bootstrap likelihood-ratio comparison
candidate_fit	Take one fitted model out of an enumeration grid
compare_models	Compare fitted models on the same data
course_engagement	Student engagement across a sequence of courses
descriptives	Describe the variables a model uses, or will use
diagnostics	Every classification diagnostic, in one call
enumerate_classes	Enumerate numbers of individual profiles and group classes
enumerate_lca	Compare latent class models
enumerate_lpa	Compare latent profile models
enumerate_regressions	Compare mixture regressions with different numbers of classes
fit_staged	Fit a two-level model in stages, holding the measurement...
get_group_tna	A transition network for each latent group class
get_results	Every table a fitted model holds, from one verb
get_results.latents_family_enumeration	Tables of a group-class family enumeration
get_results.latents_growth_mixture	Tidy results of a growth mixture model
get_results.latents_mixture_regression	Tables of a mixture-of-regressions fit
get_results.latents_pooled	Tables of a pooled multiply imputed fit
get_results.latents_transition_enumeration	Tables of a transition-model enumeration
get_results.multilpa_additive	Tables of an additive group-class fit
get_results.multilpa_cross_level	Tables of a cross-level fit
get_results.multilpa_lta	Tables of a latent transition fit with occasion- or...
get_tna	A transition network for the whole sample
growth_schools	Reading growth of students nested in schools
growth_scores	Achievement growth of students with three kinds of trajectory
latents-as-data-frame	Convert latents results to a data frame
latents-conditions	Conditions this package raises
latents-model-methods	Coefficients, covariance, intervals and likelihood of latents...
latents-print	Print latents results
latents-summary	Summarise latents results
lca	Latent class analysis
lpa	Latent profile analysis
lta	Latent transition analysis
mixture_regression	Fit a finite mixture of regressions
multilca	Fit a two-level latent class model
multilpa	Fit a two-level latent profile model
parameter_inference	Tidy inference for a covariate fit
parameter_inference.multilpa_transitions	Wald inference for a latent transition model
plot.latents_comparison	Plot a model comparison
plot.latents_family_enumeration	Plot information criteria across group-class families
plot.latents_growth_mixture	Plot a growth mixture model
plot.latents_mixture_regression	Plot a mixture-of-regressions fit
plot.latents_pooled	Plot a pooled multiply imputed fit
plot.latents_transition_enumeration	Plot information criteria across transition models
plot.multilpa	Plot a fitted multilevel latent profile model
plot.multilpa_additive	Plot an additive group-class fit
plot.multilpa_bootstrap_lrt	Plot a simulated bootstrap null distribution
plot.multilpa_covariates	Plot a covariate model
plot.multilpa_cross_level	Plot a cross-level fit
plot.multilpa_enumeration	Plot a class-enumeration grid
plot.multilpa_lta	Plot transition probabilities of a general transition fit
plot.multilpa_transitions	Plot a fitted latent transition model
plot_views	The plots this package can draw
pool_imputations	Fit a model to multiply imputed data and pool it with Rubin's...
predict.latents_growth_mixture	Prediction for a growth mixture model (not implemented)
predict.latents_mixture_regression	Predict from a mixture-of-regressions fit
predict.multilpa	Classify new observations with a fitted model
prior_control	Conjugate prior for Gaussian mixture estimation
r3step	Covariates predicting class membership, corrected for...
report	Everything about a fit, in one call
sensitivity	Does the solution survive a different seed?
simulate.latents_growth_mixture	Simulate outcomes from a growth mixture model
simulate.latents_mixture_regression	Simulate outcomes from a mixture-of-regressions fit
srl	Self-regulated learning scores simulated by a large language...
starting_values	Build starting values for a multilevel latent profile fit
student_esm	Leisure activities of university students in daily life
study_hours	Study hours and quiz scores under two study strategies
three_step	Relate a latent class to an outcome it did not help define