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ERIC Number: ED389753
Record Type: RIE
Publication Date: 1994-Nov
Pages: 38
Abstractor: N/A
Reference Count: N/A
ISBN: N/A
ISSN: N/A
Some New Item Selection Criteria for Adaptive Testing. Research Report 94-6.
Veerkamp, Wim J. J.; Berger, Martijn P. F.
In this study some alternative item selection criteria for adaptive testing are proposed. These criteria take into account the uncertainty of the ability estimates. A general weighted information criterion is suggested of which the usual maximum information criterion and the suggested alternative criteria are special cases. A simulation study was conducted to compare the different criteria. The results showed that the likelihood weighted mean information criterion was a good alternative to the maximum information criterion. Another good alternative was a maximum information criterion with the maximum likelihood estimate of ability replaced by the Bayesian EAP estimate. An appendix discusses the interval information criterion for the two- and three-parameter logistic item response theory model. (Contains 5 figures and 15 references.) (Author)
Bibliotheek, Faculty of Educational Science and Technology, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands.
Publication Type: Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: Twente Univ., Enschede (Netherlands). Faculty of Educational Science and Technology.
Identifiers: Weighting (Statistical)