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[Statistical methods for repeated measurement data in scientific research]
1Big Data and Engineering Research Center, Beijing Children's Hospital, Capital Medical University/National Center for Children's Health, Beijing 100045, China.
Abstract:
Repeated measurement data is a common type of data in medicine, whichcan not be simply compared at each time point, and a professional statistical analysis method should be used to analysis this kind of data. Three common statistical methods were introduced for repeated measurement data, including repeated measurement analysis of variance, generalized estimation equations and multilevel models.The implementation of specific software and related results for the three methods based on some cases were also explainedin the article. Additionally, we compared the actual application of the three methods, in order to help clinical researchers to analyze repeated measurement data correctly and to improve their efficiency of data analysis.
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