期刊文献+

偏比例优势模型在有序分类资料中的应用 被引量:4

The application of partial proportional odds model in the ordinal data
下载PDF
导出
摘要 目的探讨偏比例优势模型在有序分类资料中的应用。方法利用在陕西某地开展的一项前瞻性研究数据,分别采用比例优势模型和偏比例优势模型进行分析,对二者的结果进行比较。结果当资料不符合比例优势假定时,偏比例优势模型分析结果的标准误低于比例优势模型。结论当有自变量不符合比例优势假定条件时,偏比例优势模型是更为合理的选择。 Objective To study the application of partial proportional odds model in the ordinal data.Methods The proportional odds model and partial proportional odds model were used for the data from a cohort study in Shaanxi Province,and the results were compared.Results The standard error of partial proportional odds model was smaller than that of proportional odds model when the proportional odds assumption was violated.Conclusion The partial proportional odds model is more appropriate when proportional odds assumption was violated.
出处 《山西医科大学学报》 CAS 2010年第8期685-687,共3页 Journal of Shanxi Medical University
关键词 比例优势模型 比例优势假定 偏比例优势模型 proportional odds model proportional odds assumption partial proportional odds model
  • 相关文献

参考文献10

  • 1Ralf B,Ulrich G.Ordinal Logistic Regression in medical research[J].J R Coll Physicians Lond,1997,31(5):546-551.
  • 2McCullagh P.Regression models for ordinal data(with discussion)[J].J R Statist Soc B,1980,42(2):109-142.
  • 3Amstrong BG,Sloan M.Ordinal regression models for epidemiologic data[J].Am J Epidemiol,1989,129(1):191-204.
  • 4Fahrmeir L,Tutz G.Multivariate statistical modeling based on generalized linear models[M].2nd ed.New York:Springer-Verlag,1998:75-79.
  • 5Ralf B,Axel B.Calculating ordinal regression models in SAS and s-Plus[J].Biometrical J,2000,42(6):677-699.
  • 6Peterson B,Harrell F.Partial proportional ordinal model for ordinal response variables[J].Appl Stat,1990,39(2):205-217.
  • 7Lall R,Campbell MJ.A Review of ordinal regression models applied to health-related quality of life assessments[J].Stat Methods Med Res,2002,11(1):49-67.
  • 8Takeuchi K,Ohno Y,Tsuzuki Y,et al.Helicobacter pylori infection and early gastric cancer[J].J Clin Gastroenterol,2003,36:321-324.
  • 9夏志伟 林三仁.幽门螺杆菌与胃癌[A].见:胡伏莲 周殿元 贾博琪 主编.幽门螺杆菌感染的基础与临床(修订版)[C].北京:中国科学技术出版社,2002.172-178.
  • 10李康,郭祖超,胡琳,徐勇勇.有序分类数据回归模型及医学应用[J].中国卫生统计,1992,9(6):52-55. 被引量:8

共引文献9

同被引文献66

引证文献4

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部