Composite likelihood and maximum likelihood methods for joint latent class modeling of disease prevalence and high-dimensional semicontinuous biomarker data

Bo Zhang, Wei Liu, Hui Zhang, Qihui Chen, Zhiwei Zhang

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)425-449
Number of pages25
JournalComputational Statistics
Volume31
Issue number2
DOIs
StatePublished - Jun 1 2016
Externally publishedYes

ASJC Scopus Subject Areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty
  • Computational Mathematics

Keywords

  • Expectation–maximization algorithm
  • Markov chain Monte Carlo
  • Pseudo-likelihood
  • Shared latent class models
  • Two-part models

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