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Rectification on Applicability of Mixed Point Process Decomposition
YANG Ping, HOU Wei, FENG Guolin
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS
2011, 28 (6):
875-882.
A mixed point process decomposition based on k-th nearest distance is introduced.Disadvantage in former researches is revealed and resovled.It is shown that the threshold of applicability judgment is not influenced as R is larger or smaller than critical value.Primary influences show as R is close to the theoretical calculation.Difference between theoretical and calculated R is analyzed. And numerical experiment is done.It is noticed that whether the critical value is revised or not,it depends on the number of point with almost a negative eorrelativity.In other words,the critical value is higher as sample size is small but is lower as sample size is large. As R lies in critical conditions.the inifialized valid value of k increases with increasing of sample size.
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