Height and Weight.
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No, they do not.
Velocity and distance of an accelerating object would be one example.
false they can be related with quadratic equation as well
Multicollinearity is the condition occurring when two or more of the independent variables in a regression equation are correlated.
Sure. If you can observe that when variable A changed, variable B didn't change, and this happens repeatedly, that is a good indication that there is no relationship between those variables.