One reason to perform multivariate analysis is that this technique provides a way of
A)analyzing the strength and direction of bivariate relationships.
B)proving that variables are causally related.
C)analyzing possible causal relationships among variables.
D)showing that bivariate measures of association are actually unnecessary.

Question

Quizplus · Accepted Answer

Multivariate analysis can be used to analyze possible causal relationships among variables, which is not possible with bivariate analysis that only looks at two variables at a time. It does not prove causality, but it can provide stronger evidence for causal relationships by controlling for other variables that might be affecting the relationship.

One Reason to Perform Multivariate Analysis Is That This Technique