Structured correlation in models for clustered data

Correlation is always a concern in the analysis of clustered data. One area of interest is to develop a general correlation modelling approach for high dimensional data with unbalanced hierarchical and heterogeneous data structures, e.g. multilevel data. Commonly used correlation structures might ha...

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Veröffentlicht in:	Statistics in medicine 2006-07, Vol.25 (14), p.2450-2468
1. Verfasser:	Chao, Edward C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adult Aged Aged, 80 and over Cluster Analysis Computer Simulation Correlation analysis crossed designs Data analysis Estimating techniques GEE methods heterogeneous correlation Humans Male Middle Aged Models, Statistical multilayer correlation multilevel data Multivariate Analysis nested designs Prostate-Specific Antigen - blood Prostatic Neoplasms - epidemiology Prostatic Neoplasms - mortality Prostatic Neoplasms - prevention & control Simulation Studies United States - epidemiology
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