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In a Multiple Regression Analysis Involving K Independent Variables,the T-Tests

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In a multiple regression analysis involving K independent variables,the t-tests of the individual coefficients allows us to determine whether βj ≠ 0(for j = 1,2,…,K)that tells us whether a linear relationship exists between Xi and Y.

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