IRT (Item Response Theory) is a theory for scoring of tests, and it used for some test systems such as TOEFL. IRT's estimation is item parameter for each question, and examinee's ability parameter. We propose a new method to estimate parameter of IRT using the Holonomic Gradient Method. When we use Holonomic Gradient Method, we check target function is Holonomic Function. Our target function is 2 Parameter Logistic Model IRT's Likelihood Function. In this paper, we show target IRT's Likelihood Function is Holonomic Function.
引用
收藏
页码:379 / 382
页数:4
相关论文
共 6 条
[1]
Birnbaum Allan., 1968, Statistical Theories of Mental Test Scores
机构:
Saitama Univ, Grad Sch Sci & Engn, Saitama, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Hashiguchi, Hiroki
Numata, Yasuhide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Informat Sci & Technol, Dept Math Informat, Tokyo 1138654, Japan
JST CREST, Tokyo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Numata, Yasuhide
Takayama, Nobuki
论文数: 0引用数: 0
h-index: 0
机构:
JST CREST, Tokyo, Japan
Kobe Univ, Dept Math, Kobe, Hyogo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Takayama, Nobuki
Takemura, Akimichi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Informat Sci & Technol, Dept Math Informat, Tokyo 1138654, Japan
JST CREST, Tokyo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
机构:
Saitama Univ, Grad Sch Sci & Engn, Saitama, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Hashiguchi, Hiroki
Numata, Yasuhide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Informat Sci & Technol, Dept Math Informat, Tokyo 1138654, Japan
JST CREST, Tokyo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Numata, Yasuhide
Takayama, Nobuki
论文数: 0引用数: 0
h-index: 0
机构:
JST CREST, Tokyo, Japan
Kobe Univ, Dept Math, Kobe, Hyogo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan
Takayama, Nobuki
Takemura, Akimichi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tokyo, Grad Sch Informat Sci & Technol, Dept Math Informat, Tokyo 1138654, Japan
JST CREST, Tokyo, JapanSaitama Univ, Grad Sch Sci & Engn, Saitama, Japan