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

Question

Quizplus · Accepted Answer

The t-tests of the individual coefficients in multiple regression analysis allow us to determine whether the coefficient is statistically significant, which means whether a linear relationship exists between the independent variable and the dependent variable while controlling for other variables. Therefore, this statement is true.

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