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Tao, Jian; Shi, Ning-Zhong; Chang, Hua-Hua – Journal of Educational and Behavioral Statistics, 2012
For mixed-type tests composed of both dichotomous and polytomous items, polytomous items often yield more information than dichotomous ones. To reflect the difference between the two types of items, polytomous items are usually pre-assigned with larger weights. We propose an item-weighted likelihood method to better assess examinees' ability…
Descriptors: Test Items, Weighted Scores, Maximum Likelihood Statistics, Statistical Bias
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Sun, Shan-Shan; Tao, Jian; Chang, Hua-Hua; Shi, Ning-Zhong – Applied Psychological Measurement, 2012
For mixed-type tests composed of dichotomous and polytomous items, polytomous items often yield more information than dichotomous items. To reflect the difference between the two types of items and to improve the precision of ability estimation, an adaptive weighted maximum-a-posteriori (WMAP) estimation is proposed. To evaluate the performance of…
Descriptors: Monte Carlo Methods, Computation, Item Response Theory, Weighted Scores
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Chang, Hua-Hua; Ying, Zhiliang – Psychometrika, 2008
It has been widely reported that in computerized adaptive testing some examinees may get much lower scores than they would normally if an alternative paper-and-pencil version were given. The main purpose of this investigation is to quantitatively reveal the cause for the underestimation phenomenon. The logistic models, including the 1PL, 2PL, and…
Descriptors: Adaptive Testing, Computer Assisted Testing, Computation, Test Items