In multiple regression with k explanatory variables,the t-tests of the individual coefficients allows us to determine whether $B _ { i } \neq 0$
(for i = 1,2,…. ,k),which tells us whether a linear relationship exists between $x$
and Y.

Question

In multiple regression with k explanatory variables,the t-tests of the individual coefficients allows us to determine whether $B _ { i } \neq 0$ 
(for i = 1,2,…. ,k),which tells us whether a linear relationship exists between $x$ 
and Y.

Quizplus · Accepted Answer

The t-tests for individual coefficients in multiple regression assess if each coefficient is significantly different from zero, indicating a potential linear relationship between the predictor and the response variable.

In Multiple Regression with K Explanatory Variables,the T-Tests of the Individual