MODEL-BASED RECURSIVE PARTITIONING IDENTIFIES RISK CLUSTERS FOR METABOLIC SYNDROME AND ITS COMPONENTS
نویسندگان
چکیده
منابع مشابه
Model-based recursive partitioning to identify risk clusters for metabolic syndrome and its components: findings from the International Mobility in Aging Study
OBJECTIVE Conceptual models underpinning much epidemiological research on ageing acknowledge that environmental, social and biological systems interact to influence health outcomes. Recursive partitioning is a data-driven approach that allows for concurrent exploration of distinct mixtures, or clusters, of individuals that have a particular outcome. Our aim is to use recursive partitioning to e...
متن کاملModel-based Recursive Partitioning
Recursive partitioning is embedded into the general and well-established class of parametric models that can be fitted using M-type estimators (including maximum likelihood). An algorithm for model-based recursive partitioning is suggested for which the basic steps are: (1) fit a parametric model to a data set, (2) test for parameter instability over a set of partitioning variables, (3) if ther...
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ژورنال
عنوان ژورنال: Innovation in Aging
سال: 2017
ISSN: 2399-5300
DOI: 10.1093/geroni/igx004.2686