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Controlling Exposure Rate Of Computerized Adaptive Test

Posted on:2010-12-28Degree:MasterType:Thesis
Country:ChinaCandidate:F XieFull Text:PDF
GTID:2178360275989322Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
Item selection procedures designed for computerized adaptive need to accurately estimate every taker's trait level and,at the same effectively use all items in a bank.Empirical studies show that classical item selection procedures base on maximizing Fisher or other related information yielded highly varied item exposure rates.Some new criterions are proposed.The a-Stratified Multistage and OID methods procedure improves to a moderate extent the undesirable item exposure rates associated with the maximizing Fisher information criterion and keeps sufficient precision in 9 estimates.The maximizing Fisher information criterion will be compared with a-Stratified and OID in an empirical study using the mean squared errors inθand plots of item exposure rates associated with differentθdistributions.
Keywords/Search Tags:Computerized Adaptive Testing, Maximum Fisher Information, a-Stratified, item exposure rates
PDF Full Text Request
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