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題名 A speeded item response model: leave the harder till later
作者 張育瑋
Chang, Yu-Wei
Tsai, Rung-Ching;Hsu, Nan-Jung
貢獻者 統計系
關鍵詞 item response model; Markov chain Monte Carlo; test speededness
日期 2014-04
上傳時間 21-Sep-2022 11:44:47 (UTC+8)
摘要 A speeded item response model is proposed. We consider the situation where examinees may retain the harder items to a later test period in a time limit test. With such a strategy, examinees may not finish answering some of the harder items within the allocated time. In the proposed model, we try to describe such a mechanism by incorporating a speeded-effect term into the two-parameter logistic item response model. A Bayesian estimation procedure of the current model using Markov chain Monte Carlo is presented, and its performance over the two-parameter logistic item response model in a speeded test is demonstrated through simulations. The methodology is applied to physics examination data of the Department Required Test for college entrance in Taiwan for illustration.
關聯 Psychometrika, 79(2), 255-274
資料類型 article
DOI https://doi.org/10.1007/s11336-013-9336-2
dc.contributor 統計系
dc.creator (作者) 張育瑋
dc.creator (作者) Chang, Yu-Wei
dc.creator (作者) Tsai, Rung-Ching;Hsu, Nan-Jung
dc.date (日期) 2014-04
dc.date.accessioned 21-Sep-2022 11:44:47 (UTC+8)-
dc.date.available 21-Sep-2022 11:44:47 (UTC+8)-
dc.date.issued (上傳時間) 21-Sep-2022 11:44:47 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/142012-
dc.description.abstract (摘要) A speeded item response model is proposed. We consider the situation where examinees may retain the harder items to a later test period in a time limit test. With such a strategy, examinees may not finish answering some of the harder items within the allocated time. In the proposed model, we try to describe such a mechanism by incorporating a speeded-effect term into the two-parameter logistic item response model. A Bayesian estimation procedure of the current model using Markov chain Monte Carlo is presented, and its performance over the two-parameter logistic item response model in a speeded test is demonstrated through simulations. The methodology is applied to physics examination data of the Department Required Test for college entrance in Taiwan for illustration.
dc.format.extent 105 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Psychometrika, 79(2), 255-274
dc.subject (關鍵詞) item response model; Markov chain Monte Carlo; test speededness
dc.title (題名) A speeded item response model: leave the harder till later
dc.type (資料類型) article
dc.identifier.doi (DOI) 10.1007/S11336-013-9336-2
dc.doi.uri (DOI) https://doi.org/10.1007/s11336-013-9336-2