Literature DB >> 12375305

Multilevel modelling of medical data.

Harvey Goldstein1, William Browne, Jon Rasbash.   

Abstract

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 fit flexible models for repeated measures data and more complex structures involving cross-classifications 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.

Mesh：

Year:  2002        PMID： 12375305     DOI： 10.1002/sim.1264

Source DB:  PubMed          Journal:  Stat Med        ISSN： 0277-6715            Impact factor:   2.373


  109 in total

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Journal:  Clin Oral Investig       Date:  2007-01-31       Impact factor: 3.573

9.  Semiparametric bayesian inference for multilevel repeated measurement data.

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10.  Hospitalization of nursing home residents: the effects of states' Medicaid payment and bed-hold policies.

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