Multivariate meta-analysis: the effect of ignoring within-study correlation

Multivariate meta-analysis allows the joint synthesis of summary estimates from multiple end points and accounts for their within-study and between-study correlation. Yet practitioners usually meta-analyse each end point independently. I examine the role of within-study correlation in multivariate m...

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Veröffentlicht in:	Journal of the Royal Statistical Society. Series A, Statistics in society Statistics in society, 2009-10, Vol.172 (4), p.789-811
1. Verfasser:	Riley, Richard D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical estimating Applications Bivariate random-effects meta-analysis Calculus of variations and optimal control Correlation analysis Correlations Covariance Data analysis Datasets Estimation bias Exact sciences and technology General topics Mathematical analysis Mathematics Meta analysis Missing data Modeling Multiple end points Multiple outcomes Multivariate analysis Multivariate meta-analysis Patients Point estimators Probability and statistics Quantitative analysis Sciences and techniques of general use Sensitivity analysis Simulation Standard error Statistical analysis Statistical data Statistical discrepancies Statistical methods Statistics Unknown within-study correlation
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