What can we learn from Plausible Values?

M. Marsman, Gunter Maris, Timo Bechger, Cornelis A.W. Glas

Research output: Contribution to journalArticleAcademicpeer-review

24 Citations (Scopus)
53 Downloads (Pure)

Abstract

In this paper, we show that the marginal distribution of plausible values is a consistent estimator of the true latent variable distribution, and, furthermore, that convergence is monotone in an embedding in which the number of items tends to infinity. We use this result to clarify some of the misconceptions that exist about plausible values, and also show how they can be used in the analyses of educational surveys.
Original languageEnglish
Pages (from-to)274-289
JournalPsychometrika
Volume81
Issue number2
DOIs
Publication statusPublished - 2016

Keywords

  • IR-100560
  • METIS-317102

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