Many hypotheses of interest in science can be regarded as alternatives to null hypotheses of randomness. That is, the hypothesis under investigation suggests that there will be a tendency for a certain type of pattern to appear in data, whereas the null hypothesis says that if this pattern is present, then this is a purely chance effect of observations in a random order.