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Chinese Journal of Clinical Pharmacology and Therapeutics ›› 2007, Vol. 12 ›› Issue (11): 1306-1310.

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Multilevel Poisson regression models in crossover clinical trails

CHEN Jia-hui1, FU Chun-feng2, ZHAO Yang1, CHEN Feng1   

  1. 1Department of Epidemiology and Biostatistics,Nanjing Medical University,Nanjing 210009,Jiangsu,China;
    2EPS China Co. Ltd. Shanghai 200030,China
  • Received:2007-09-04 Revised:2007-09-14 Published:2020-11-04

Abstract: AIM: To find the method of analyzing counting data from multi-center crossover clinical trails. METHODS: Multilevel Poisson regression model was fitted with the repeated-measurements as the first level,stage as the second level and patient as the third level. RESULTS: Multilevel model is not only convenient to handle data with hierarchical structures,but also more flexible than traditional methods such as repeated-measurements ANOVA. CONCLUSION: Multilevel Poisson regression model could be used in the analysis of counting data from crossover clinical designs.

Key words: crossover design, non-independent, multilevel model, multilevel Poisson regression

CLC Number: