## More Regression

We set variables appropriately for the multiple linear regression model

`Response`to predictor

`X1`up to

`X9`.

The summary of multiple linear regression is obtained in the table below.

The standard error for the estimate gives rise to the null hypothesis

*t*-distribution with degrees of freedom. Thus, we reject at significance level if . By computing the p-value we can equivalently reject if .