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# CITATION.cff file created with {cffr} R package
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cff-version: 1.2.0
message: 'To cite package "latents" in publications use:'
type: software
license: GPL-3.0-only
title: 'latents: Multilevel Latent Profile, Class and Transition Models'
version: 0.95.11
doi: 10.32614/CRAN.package.latents
abstract: Provides functions for fitting multilevel latent profile analysis, latent
  class, and latent transition models for continuous, categorical, and mixed-type
  variables. Models are estimated by expectation-maximization, handle missing data,
  and provide standard and robust standard errors. Model selection is supported by
  information criteria, entropy, classification diagnostics, and a parametric bootstrap
  likelihood ratio test. Covariates can be related to latent class membership using
  three-step methods with correction for classification error. Latent transition models
  estimate transitions between latent profiles across ordered occasions and are compatible
  with the 'tna' package for network and sequence analysis. The multilevel mixture
  formulation follows Vermunt (2003) <https://doi.org/10.1111/j.0081-1750.2003.t01-1-00131.x>.
authors:
- family-names: Saqr
  given-names: Mohammed
  email: saqr@saqr.me
  orcid: https://orcid.org/0000-0001-5881-3109
- family-names: López-Pernas
  given-names: Sonsoles
  orcid: https://orcid.org/0000-0002-9621-1392
repository: https://mohsaqr.r-universe.dev
repository-code: https://github.com/mohsaqr/latents
commit: f285e0f99e7161080afda5d0e9080328df661cc3
url: https://pak.dynasite.org/latents/
date-released: '2026-10-19'
contact:
- family-names: Saqr
  given-names: Mohammed
  email: saqr@saqr.me
  orcid: https://orcid.org/0000-0001-5881-3109