Understanding the spatial distribution of archaeological points has been a key element of the interpretation of past events. The purpose of spatial analysis is to recognise where the points are arranged in the space randomly or in clusters.
Traditionally, randomness is tested using the parametrical methods of statistical interference. However, their application is restricted to only a few procedures where an algebraic solution has been derived.
The aim of this contribution is to present an alternative approach to the evaluation of the spatial distribution of points based on the principle of repeated selections from the original data - randomizations. Randomization methods are universally applicable and do not require derived statistical theory.
As an example, the new procedure is applied to the burial customs for children and adults in a mediaeval cemetery of the Church of the Holy Ghost at Všeruby. We will evaluate the randomness of the spatial distribution of isolated bones.