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Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Statistical distance refers to either to measures of the distance of an observation from a population or to measures of the distances between populations. In the later case, the distances can be interpreted as measuring the distances berween two probability distributions and hence are essentially measures of distances between probability measures. In some contexts, statistical distance measures relate to the differences between random variables which may have statistical dependence, and hence these are not directly related to measures of distances between probability measures.