Thus,
the null hypothesis of randomness is upheld by the data in this case, though the result is
close. If we had used the 10% significance level the relevant critical values would be
1.64 suggesting the null is rejected. As with the previous question, it is important not to
be mechanical about the interpretation of the test result.