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Mark Berman, Testing for Spatial Association Between a Point Process and Another Stochastic Process, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 35, No. 1 (1986), pp. 54-62
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Mark Berman (1986) studied this question.
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