Effect of Person Cluster on Accuracy of Ability Estimation of Computerized Adaptive Testing in K-12 Education Assessment.
作者： Wei He , Shudong Wang , Hong Jiao
DOI:
关键词: Linear-on-the-fly testing 、 Artificial intelligence 、 Machine learning 、 Computerized adaptive testing 、 Simulation 、 Computer science 、 Estimation 、 Disease cluster 、 Item response theory 、 Educational assessment
摘要:
参考文章(21)
R. Darrell Bock, Robert J. Mislevy, A HIERARCHICAL ITEM RESPONSE MODEL FOR EDUCATIONAL TESTING Multilevel Analysis of Educational Data. pp. 57- 74 ,(1989) , 10.1016/B978-0-12-108840-8.50007-X
G. GAGE KINGSBURY, DAVID J. WEISS, A Comparison of IRT-Based Adaptive Mastery Testing and a Sequential Mastery Testing Procedure New Horizons in Testing#R##N#Latent Trait Test Theory and Computerized Adaptive Testing. pp. 257- 283 ,(1983) , 10.1016/B978-0-12-742780-5.50024-X
Paul de Boeck, Mark Wilson, Explanatory item response models : a generalized linear and nonlinear approach Springer. ,(2004)
Ronald K. Hambleton, Hariharan Swaminathan, Item Response Theory: Principles and Applications ,(1984)
Ian Spence, Monte Carlo Simulation Studies Applied Psychological Measurement. ,vol. 7, pp. 405- 425 ,(1983) , 10.1177/014662168300700403
Harvey Goldstein, Multilevel Statistical Models ,(1987)
Akihito Kamata, Item Analysis by the Hierarchical Generalized Linear Model. Journal of Educational Measurement. ,vol. 38, pp. 79- 93 ,(2001) , 10.1111/J.1745-3984.2001.TB01117.X
Frederic M. Lord, A broad-range tailored test of verbal ability Applied Psychological Measurement. ,vol. 1, pp. 95- 100 ,(1975) , 10.1177/014662167700100115
Shudong Wang, Tianyou Wang, Precision of Warm’s Weighted Likelihood Estimates for a Polytomous Model in Computerized Adaptive Testing: Applied Psychological Measurement. ,vol. 25, pp. 317- 331 ,(2001) , 10.1177/01466210122032163
Frank Rijmen, Francis Tuerlinckx, Paul De Boeck, Peter Kuppens, A nonlinear mixed model framework for item response theory. Psychological Methods. ,vol. 8, pp. 185- 205 ,(2003) , 10.1037/1082-989X.8.2.185