Multivariate approach in analyzing medical data with correlated multiple outcomes: An exploration using ACCORD trial data

Background: In clinical setting, to answer a research question, very often more than one outcome variables are used which are statistically correlated. Univariate analysis approach, which is commonly used in such context, violates the assumption of independence for correlated variables, while multiv...

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Bibliographic Details
Main Authors: Akash Mishra, K.T. Harichandrakumar, Binu VS, Santhosh Satheesh, N. Sreekumaran Nair
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Clinical Epidemiology and Global Health
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213398421000932