A local-influence-based diagnostic approach to a speeded item response theory model

Goegebeur, Y; De Boeck P.; Molenberghs, G; Del Pino, G

Abstract

An item response theory model for dealing with omitted responses in a test is proposed. In this model formulation, non-response does not only depend on an examinee's ability and on item difficulty, but additionally also on 'test speededness'. Using a local-influence-based diagnostic approach, the sensitivity of the model regarding assumptions concerning the dropout mechanism is explored. The methodology proposed is applied to the Chilean Sistema de Medición de la Calidad de la Educación mathematics test case-study. © 2006 Royal Statistical Society.

Más información

Título según WOS: A local-influence-based diagnostic approach to a speeded item response theory model
Título según SCOPUS: A local-influence-based diagnostic approach to a speeded item response theory model
Título de la Revista: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
Volumen: 55
Número: 5
Editorial: Wiley
Fecha de publicación: 2006
Página de inicio: 647
Página final: 676
Idioma: English
URL: http://doi.wiley.com/10.1111/j.1467-9876.2006.00558.x
DOI:

10.1111/j.1467-9876.2006.00558.x

Notas: ISI, SCOPUS