Open AccessOn the statistics of anomalous clumps in random point images
Author(s) -
A. L. Reznik,
Alexander Soloviev,
A. V. Torgov
Publication year - 2021
Language(s) - English
Resource type - Conference proceedings
DOI - 10.25743/sdm.2021.11.90.030
Subject(s) - point (geometry) , image (mathematics) , computer science , point process , software , random forest , probability and statistics , statistics , algorithm , statistical physics , mathematics , artificial intelligence , physics , geometry , programming language
New algorithms for calculating exact analytical formulas describing two related probabilities are proposed, substantiated and software implemented: 1) the probability of the formation of anomalously large local groups in a random point image; 2) the probability of the absence of significant local groupings in a random point image.
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