| 有序分类重复测量数据的多水平模型分析 |
| |
| 引用本文： | 郑建中,张岩波.有序分类重复测量数据的多水平模型分析[J].现代预防医学,2003,30(1):6-7,14. |
| |
| 作者姓名： | 郑建中 张岩波 |
| |
| 作者单位： | 山西医科大学公共卫生学院,030001 |
| |
| 基金项目： | 山西省自然科学基金资助项目(编号 :2 0 0 0 10 19) |
| |
| 摘 要： | 目的：探讨多水平模型理论在有序分类重复测量数据具有非独立性或误差分布于多个层次时的应用。方法：阐述了多水平模型的构造方法，及模型估计的实现，结果：对有序分类重复测量数据实例拟合方差成分模型及随机系数模型，并得到合理的解释。结论：采用多水平模型分析有序分类的重复测量数据。效果较好，建议采用RIGLS计算，参数估计采用PQL估计。
|
| 关 键 词： | 有序分类 重复测量 多水平模型 logit模型 |
| 文章编号： | 1003-8507(2003)01-0006-03 |
MULTILEVEL MODEL FOR ORDERED CATEGORY DATA WITH REPEATED MEASUREMENTS |
| |
| ZHENG Jian zhong,ZHANG Yan bo.Shanxi Medical University,Taiyuan ..MULTILEVEL MODEL FOR ORDERED CATEGORY DATA WITH REPEATED MEASUREMENTS[J].Modern Preventive Medicine,2003,30(1):6-7,14. |
| |
| Authors: | ZHENG Jian zhong ZHANG Yan boShanxi Medical University Taiyuan |
| |
| Institution: | ZHENG Jian zhong,ZHANG Yan bo.Shanxi Medical University,Taiyuan 030001. |
| |
| Abstract: | Objective:To explore the application of multilevel model for ordered categry data with repeated measurements.Methods:Illustrated the structure and algorithm implement of multilevel model.Results:Variance components model and random coefficient model were fitted for the example and obtained the reasonable interpretation was obtained.Conclusions:It is effective to analyze the ordered category data with repeated measurements by multilevel model.This paper suggested that RIGLS algorithm and PQL estimation should be used. |
| |
| Keywords: | Ordered category Repeated measurement Multilevel model Logit model |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
