D. Brook, On the Distinction Between the Conditional Probability and the Joint Probability Approaches in the Specification of Nearest-Neighbour Systems, Biometrika, Vol. 51, No. 3/4 (Dec., 1964), pp. 481-483
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D. Brook (1964) studied this question.