Standard errors of estimated latent variable scores with estimated structural parameters

Takahiro Hoshino, Kazuo Shigemasu

研究成果: Article査読

12 被引用数 (Scopus)

抄録

The authors propose a concise formula to evaluate the standard error of the estimated latent variable score when the true values of the structural parameters are not known and must be estimated. The formula can be applied to factor scores in factor analysis or ability parameters in item response theory, without bootstrap or Markov chain Monte Carlo methods. The proposed method is valid when both the number of items and the number of subjects are large. However, simulation results suggest that the proposed method provides valid estimates for standard errors of latent abilities even when the numbers of items and subjects are not large.

本文言語English
ページ(範囲)181-189
ページ数9
ジャーナルApplied Psychological Measurement
32
2
DOI
出版ステータスPublished - 2008 3
外部発表はい

ASJC Scopus subject areas

  • 社会科学(その他)
  • 心理学(その他)

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