Effectiveness comparison of sampling methods of a range of values of a two-dimensional random value at probability density estimation : материалы временных коллективов

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS; Astana, KAZAKHSTAN; Astana, KAZAKHSTAN

Год издания: 2017

Ключевые слова: probability density, histogram, regression estimation of the probability density, two-dimensional random variable, sampling methodology, Pearson criterion, Sturges' rule, Heinhold-Gaede rule

Аннотация: Optimum and heuristic sampling methods of a range of values of a two-dimensional random value are investigated. Conditions of their competence at recovery of the normal distribution law of two independent random values are defined.

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Издание

Журнал: 2017 INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS (SIBCON) PROCEEDINGS

ISSN журнала: 23806508

Место издания: NEW YORK

Издатель: IEEE

Авторы

  • Lapko Alexandr V. (RAS, SB, Comp Modelling, Krasnoyarsk, Russia; Reshetnev Siberian State Aerosp Univ, Krasnoyarsk, Russia)
  • Lapko Vasily A. (RAS, SB, Comp Modelling, Krasnoyarsk, Russia; Reshetnev Siberian State Aerosp Univ, Krasnoyarsk, Russia)
  • Yuronen Ekaterina A. (Reshetnev Siberian State Aerosp Univ, Krasnoyarsk, Russia; Siberian Fed Univ, Krasnoyarsk, Russia)

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