What are the various assumptions on which the multivariate regression analysis rests?

Multivariate regression analysis is a powerful statistical technique used to model and understand relationships between multiple independent variables and one dependent variable. The validity and reliability of the results from multivariate regression analysis rest on several key assumptions:

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