Equivalent Hypothesis Tests Explain why a test of the null hypothesis H0: r 5 0 is equivalent to a test of the null hypothesis H0: b1 5 0 where r is the linear correlation coefficient for a population of paired data, and b1 is the slope of the regression line for that same population.