Regression-based variable clustering for data reduction

In many studies it is of interest to cluster states, counties or other small regions in order to obtain improved estimates of disease rates or other summary measures, and a more parsimonious representation of the country as a whole. This may be the case if there are too many to summarize concisely,...

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Vydané v:	Statistics in medicine Ročník 21; číslo 6; s. 921 - 941
Hlavní autori:	McClelland, R. L., Kronmal, R. A.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Chichester, UK John Wiley & Sons, Ltd 30.03.2002 Wiley
Predmet:	Aged Algorithms Biological and medical sciences Cardiovascular Diseases - epidemiology Cluster Analysis Cognition Computer Simulation Computerized, statistical medical data processing and models in biomedicine data reduction Humans Infarction - epidemiology Magnetic Resonance Imaging Medical sciences Medical statistics Models, Statistical regression Regression Analysis variable clustering Cluster analysis Human Evaluation Statistical analysis Geographic distribution Regression analysis Statistics Algorithm Epidemiology Medical application Data reduction
ISSN:	0277-6715, 1097-0258
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