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ERIC Number: EJ1111575
Record Type: Journal
Publication Date: 2007-Jun
Pages: 12
Abstractor: As Provided
ISSN: EISSN-2330-8516
Monotone Properties of a General Diagnostic Model. Research Report. ETS RR-07-25
Xu, Xueli
ETS Research Report Series, Jun 2007
Monotonicity properties of a general diagnostic model (GDM) are considered in this paper. Simple data summaries are identified to inform about the ordered categories of latent traits. The findings are very much in accordance with the statements made about the GPCM (Hemker, Sijtsma, Molenaar, & Junker, 1996, 1997). On the one hand, by fitting a GDM with equal slopes across items, the observed total score X[subscript +] = [sigma][subscript j:qjk=1]xj demonstrates the monotone likelihood ratio (MLR) property in individual coordinate at the cost of losing model fit. On the other hand, fitting a GDM without slope restriction increases the model fit but by sacrificing MLR property. Trade-offs between these two situations should be considered in practice.
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A