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Choice of a constant in the expression for the error of the Monte Carlo method. / Bryzgalov, Viktor; Shlimbetov, Nurlibay; Voytishek, Anton.
в: Monte Carlo Methods and Applications, Том 30, № 2, 01.06.2024, стр. 131-136.Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
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TY - JOUR
T1 - Choice of a constant in the expression for the error of the Monte Carlo method
AU - Bryzgalov, Viktor
AU - Shlimbetov, Nurlibay
AU - Voytishek, Anton
PY - 2024/6/1
Y1 - 2024/6/1
N2 - This paper considers three approaches to choosing the constant H in the expression H √D ζ / √n for the error of the Monte Carlo method for numerical calculation of mathematical expectation E ζ of a random variable ζ: in probability, in mean square and in mean.In practical studies using the Monte Carlo method, when estimating the calculation error, it is recommended to use the "in mean"approach with the constant H = √2π = 0.79788456079 .
AB - This paper considers three approaches to choosing the constant H in the expression H √D ζ / √n for the error of the Monte Carlo method for numerical calculation of mathematical expectation E ζ of a random variable ζ: in probability, in mean square and in mean.In practical studies using the Monte Carlo method, when estimating the calculation error, it is recommended to use the "in mean"approach with the constant H = √2π = 0.79788456079 .
KW - General scheme of the Monte Carlo method
KW - choice of a constant in the expression for the error of the Monte Carlo method
KW - computer approximation of mathematical expectation using sample mean
KW - error of the Monte Carlo method
UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85191380467&origin=inward&txGid=d4510e9065b3a72dcc87344d4859a44f
UR - https://www.mendeley.com/catalogue/9b4375e4-344e-36f3-bb67-3791ab05fd95/
U2 - 10.1515/mcma-2024-2004
DO - 10.1515/mcma-2024-2004
M3 - статья
VL - 30
SP - 131
EP - 136
JO - Monte Carlo Methods and Applications
JF - Monte Carlo Methods and Applications
SN - 0929-9629
IS - 2
ER -
ID: 60875537