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A zero has a multiplicity, which refers to the number of times that its associated factor appears in the polynomial. For instance, the quadratic (x + 3)(x  2) has the zeroes x = 3 and x = 2, each occuring once.
Definition: Imperfect multicollinearity exists in a K+1-variable regression if: where v. is a stochastic variable. As Var(v. i. )â0, imperfect becomes perfect multicollinearity. Alternatively, we could write any particular independent variable as an 'almost'. exact linear function of the others. th variable precisely.