As in the preceding section, suppose your estimated slope coefficient is –19.3, its standard error is 0.6807, and the degrees of freedom are 3. In order to perform a two-tailed test of significance (which assumes that the true value of the coefficient is zero) at the 5 percent level (meaning a 95 percent confidence level), you must calculate the t-statistic as follows: