CHINESE JOURNAL OF COMPUTATIONAL PHYSICS ›› 2011, Vol. 28 ›› Issue (6): 875-882.

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Rectification on Applicability of Mixed Point Process Decomposition

YANG Ping1, HOU Wei2, FENG Guolin2   

  1. 1. Institute of Urban Meteorology, China Metrology Administration, Beijing 100089, China;
    2. Laboratory for Climate Studies of China Meteorological Administration, National Climate Center, Beijing 100081, China
  • Received:2010-12-27 Revised:2011-05-30 Online:2011-11-25 Published:2011-11-25

Abstract: 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.

Key words: clusters, k-th nearest-neighbour, ratio of density, rectification

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