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累积比数logit模型在有序资料中的正确应用
引用本文:唐俐玲,翟晓红,王萍,何会女.累积比数logit模型在有序资料中的正确应用[J].徐州医学院学报,2010,30(9):577-579.
作者姓名:唐俐玲  翟晓红  王萍  何会女
作者单位:1. 西安医学院护理学院,陕西西安,710021
2. 陕西省人民医院消化科,陕西西安,710068
3. 咸阳市中心医院病理科,陕西咸阳,712000
摘    要:目的探讨累积比数logit模型在有序分类资料中的正确应用。方法利用在陕西某地开展的一项队列研究数据,分别采用累积比数logit模型和偏比例优势模型进行分析,对二者的结果进行比较。结果在资料不符合比例优势假定的情况下,直接采用累积比数logit模型不一定合适。结论累积比数logit模型的应用有一定的条件限制,当不符合其应用条件时,最好采用其他相应方法。

关 键 词:累积比数logit模型  比例优势假定  偏比例优势模型

The correct application of cumulative odds logit model on the ordinal data
TANG Liling,ZHAI Xiaohong,WANG Ping,HE Huinu.The correct application of cumulative odds logit model on the ordinal data[J].Acta Academiae Medicinae Xuzhou,2010,30(9):577-579.
Authors:TANG Liling  ZHAI Xiaohong  WANG Ping  HE Huinu
Institution:TANG Liling,ZHAI Xiaohong,WANG Ping,HE Huinu (1.Nursing School,Xi′an Medical College,Xi′an,Shaanxi 710021,China;2.Department of Gastroenterology,Shaanxi Provincial People's Hospital,Xi′an,Shaanxi 710068;3.Department of Pathology,Xianyang Central Hospital,Xianyang,Shaanxi 71200)
Abstract:Objective To investigate the correct application of cumulative odds logit model on the ordinal data.Methods The cumulative odds logit 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 cumulative odds logit model might not be appropriate when the proportional odds assumption was violated.Conclusion The application of cumulative odds logit model is dependent on certain conditions.It is advisable to adopt other methods when the condition of cumulative odds logit model were violated.
Keywords:cumulative odds logit model  proportional odds assumption  partial proportional odds model
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