- 项目反应理论手册(第2卷统计工具)(英文)/国外优秀数学著作原版系列
- - 作者：编者:(美)维姆·J.范·德·林登|责编:刘春雷//李兰静
  - 出版社：哈尔滨工业大学
  - ISBN：9787560398181
  - 出版日期：2021/11/01
  - 页数：440
- 售价：47.2

内容大纲
本书提供了在项目反应理论中用到的经典和现代的统计工具。虽然项目反应理论十分依赖于统计工具来处理其模型和应用，但是系统地进行介绍或阐述与项目反应理论相关的统计学文献几乎很难找到，本书即填补了这一空白。
本书逻辑清晰、通俗易懂，共包含四个部分，具体内容有概率比与其他反应函数、多元正态分布、非全同随机变量和的分布、具有干扰和附带参数的模型、期望最大算法与推广、贝叶斯估计、变分近似法、残差分析的模型拟合、多维常态模型等。
作者介绍
目录
Contents for Models
Contents for Applications
Preface
Contributors
Section Ⅰ  Basic Tools
  1.Logit, Probit, and Other Response Functions
    James H. Albert
  2.Discrete Distributions
    Jodi M. Casabianca and Brian W. Junker
  3.Multivariate Normal Distribution
    Jodi M. Casabianca and Brian W. Junker
  4.Exponential Family Distributions Relevant to IRT
    Shelby J. Haberman
  5.Loglinear Models for Observed-Score Distributions
    Tim Moses
  6.Distributions of Sums of Nonidentical Random Variables .
    Wire J. van der Linden
  7.Information Theory and Its Application to Testing
    Hua-Hua Chang, Chun Wang, and Zhiliang Ying
Section Ⅱ  Modeling Issues
  8.Identification of Item Response Theory Models
    Ernesto San Martin
  9.Models with Nuisance and Incidental Parameters
    Shelby J. Haberman
  10. Missing Responses in Item Response Modeling
    Robert J. Mislevy
Section Ⅲ  Parameter Estimation
  11. Maximum-Likelihood Estimation
    Cees A. W. Glas
  12. Expectation Maximization Algorithm and Extensions
    Murray Aitkin
  13. Bayesian Estimation
    Matthew S. Johnson and Sandip Sinharay
  14. Variational Approximation Methods
    Frank Rijmen, Minjeong Jeon, and Sophia Rabe-Hesketh
  15. Markov Chain Monte Carlo for Item Response Models...
    Brian W. Junker, Richard J. Patz, and Nathan M. VanHoudnos
  16. Statistical Optimal Design Theory
    Heinz Holling and Rainer Schwabe
Section Ⅳ  Model Fit and Comparison
  17. Frequentist Model-Fit Tests
    Cees A. W. Glas
  18. Information Criteria
    Allan S. Cohen and Sun-Joo Cho
  19. Bayesian Model Fit and Model Comparison
    Sandip Sinharay
  20. Model Fit with Residual Analyses
    Craig S. Wells and Ronald K. Hambleton
Index
编辑手记

内容大纲

作者介绍

目录

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