You want to test whether an estimated j coefficient in an OLS regression model is significant. What

You want to test whether an estimated βj coefficient in an OLS regression model is significant. What is the null hypothesis? What is the statistical test of this hypothesis? What values of the t-statistic are needed to reach 5% and 1% significance levels? (Hint: this question is based on Appendix A.)