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poLCA

R package poLCA: Polytomous Variable Latent Class Analysis. Latent class analysis and latent class regression models for polytomous outcome variables. Also known as latent structure analysis.

Keywords for this software

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  • latent class analysis
  • R package
  • Journal of Statistical Software
  • R
  • EM algorithm
  • model-based clustering
  • latent class models
  • item response theory
  • mixture models
  • latent class
  • graphical Markov models
  • factor analysis
  • arXiv_publication
  • arXiv_stat.CO
  • arXiv_stat.ME
  • R packages
  • multiclass classification
  • variational Bayes
  • jointly symmetric distributions
  • euro adoption
  • sensitivity of a test
  • functional magnetic resonance imaging
  • Case-control studies
  • population genetic structure
  • time series analysis
  • design factor
  • missing data
  • dichotomous item test
  • multiple imputation
  • Markov chain Monte Carlo

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Drew Linzer, Jeffrey Lewis
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 25 articles )

Showing results 21 to 25 of 25.
y Sorted by year (citations)

previous 1 2

  1. Bartolucci, Francesco; Bacci, Silvia; Gnaldi, Michela: MultiLCIRT: an R package for multidimensional latent class item response models (2014)
  2. Bertrand, Aurélie M. E.; Hafner, Christian M.: On heterogeneous latent class models with applications to the analysis of rating scores (2014)
  3. Genge, Ewa: A latent class analysis of the public attitude towards the euro adoption in Poland (2014)
  4. Wermuth, Nanny; Marchetti, Giovanni M.: Star graphs induce tetrad correlations: for Gaussian as well as for binary variables (2014)
  5. Wermuth, Nanny; Marchetti, Giovanni M.; Zwiernik, Piotr: Binary distributions of concentric rings (2014)

previous 1 2

  • Article statistics & filter:

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  • MSC classification / top
    • Top MSC classes
      • 60 Probability theory and...
      • 62 Statistics
      • 65 Numerical analysis
      • 68 Computer science
      • 91 Game theory, economics,...
    • Other MSC classes
      • 92 Applications of...
      • 97 Mathematics education

  • Publication year
    • 2010 - today
    • 2005 - 2009
    • 2000 - 2004
    • before 2000

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