华中师范大学学报(自然科学版)2017,Vol.51Issue(5):574-577,4.DOI:10.19603/j.cnki.1000-1190.2017.05.002
称名反应模型项目参数的打折似然估计方法
Discounted likelihood estimation method for item parameter in nominal response model
摘要
Abstract
Item response theory (IRT) has been widely used in educational and psychological measurement.Nominal response model (NRM) is one of the IRT models.In this paper,we propose a new parameter estimation method discounted likelihood method (DLM),in which a type of quasi-Newton methods,BFGS method,is used to estimate item parameters.Simulation results indicate that the DLM is a less computationally demanding method and can fit the NRM well.关键词
称名反应模型/打折似然估计/拟牛顿法/BFGS方法Key words
nominal response model/discounted likelihood estimate/quasi-Newton method/BFGS method分类
数理科学引用本文复制引用
曲爽,顾希媛,张轶男..称名反应模型项目参数的打折似然估计方法[J].华中师范大学学报(自然科学版),2017,51(5):574-577,4.基金项目
数学天元青年基金项目(11626044) (11626044)
长春师范大学自然科学基金项目(长春师范大学自科合字[2014]第002号). (长春师范大学自科合字[2014]第002号)