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

• Main Authors: Akash Mishra (Author), K.T. Harichandrakumar (Author), Binu VS (Author), Santhosh Satheesh (Author), N. Sreekumaran Nair (Author)
• Format: Book
• Published: Elsevier, 2021-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...