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De Ayala, R. J. – Journal of Applied Measurement, 2003
Studied four different approaches for handling missing data for their capacity to mitigate against the effect of omitted responses on person location estimation. Results from a Monte Carlo study show that the hot-decking procedure performed best of the methods examined. (SLD)
Descriptors: Data Analysis, Monte Carlo Methods, Rating Scales, Simulation
Peer reviewed Peer reviewed
Wang, LihShing; Li, Chun-Shan – Journal of Applied Measurement, 2001
Used Monte Carlo simulation to compare the relative measurement efficiency of polytomous modeling and dichotomous modeling under different scoring schemes and termination criteria. Results suggest that polytomous computerized adaptive testing (CAT) yields marginal gains over dichotomous CAT when termination criteria are more stringent. Discusses…
Descriptors: Adaptive Testing, Comparative Analysis, Computer Assisted Testing, Monte Carlo Methods
Peer reviewed Peer reviewed
Romanoski, Joseph; Douglas, Graham – Journal of Applied Measurement, 2002
Used Monte Carlo simulation to determine the psychometric conditions under which differences between raw scores and Rasch transformations of those raw scores are detectable through two-way analysis of variance. Findings demonstrate the inherent inadequacy of untransformed raw scores for two-way analysis of variance. (SLD)
Descriptors: Analysis of Variance, Item Response Theory, Monte Carlo Methods, Psychometrics