P-values

Let's first examine p-values. A p-value is a measure of probability that a random process created the observed spatial pattern. Small p-values are an indicator that the spatial pattern is not random. P-values range from 0 to 1 with a lower p-value indicating that the spatial value is not random. A confidence value can be assigned to various p-values, as shown in the following table: