TUTORIAL IN BIOSTATISTICS Multilevel modelling of medical data

نویسندگان

  • Harvey Goldstein
  • William Browne
  • Jon Rasbash
چکیده

This tutorial presents an overview of multilevel or hierarchical data modelling and its applications in medicine. A description of the basic model for nested data is given and it is shown how this can be extended to t exible models for repeated measures data and more complex structures involving cross-classi cations and multiple membership patterns within the software package MLwiN. A variety of response types are covered and both frequentist and Bayesian estimation methods are described. Copyright ? 2002 John Wiley & Sons, Ltd.

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تاریخ انتشار 2004