Teoriâ veroâtnostej i ee primeneniâ, Tome 19 (1974) no. 4, pp. 873-878
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G. A. Mikhailov. On the “reproduction” method for simulation of random vectors and processes (randomization of correlation matrices. Teoriâ veroâtnostej i ee primeneniâ, Tome 19 (1974) no. 4, pp. 873-878. http://geodesic.mathdoc.fr/item/TVP_1974_19_4_a21/
@article{TVP_1974_19_4_a21,
author = {G. A. Mikhailov},
title = {On the {\textquotedblleft}reproduction{\textquotedblright} method for simulation of random vectors and processes (randomization of correlation matrices},
journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
pages = {873--878},
year = {1974},
volume = {19},
number = {4},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/TVP_1974_19_4_a21/}
}
TY - JOUR
AU - G. A. Mikhailov
TI - On the “reproduction” method for simulation of random vectors and processes (randomization of correlation matrices
JO - Teoriâ veroâtnostej i ee primeneniâ
PY - 1974
SP - 873
EP - 878
VL - 19
IS - 4
UR - http://geodesic.mathdoc.fr/item/TVP_1974_19_4_a21/
LA - ru
ID - TVP_1974_19_4_a21
ER -
%0 Journal Article
%A G. A. Mikhailov
%T On the “reproduction” method for simulation of random vectors and processes (randomization of correlation matrices
%J Teoriâ veroâtnostej i ee primeneniâ
%D 1974
%P 873-878
%V 19
%N 4
%U http://geodesic.mathdoc.fr/item/TVP_1974_19_4_a21/
%G ru
%F TVP_1974_19_4_a21
The paper deals with a special method of simulation of random vectors with specified identical one-dimensional marginal distributions and a specified positive correlation matrix. The main idea of the method is sampling of identical random variables for each group of a random subdivision of the set of components. A simple (but not always optimal) algorithm is introduced for the determination of suitable probabilities of different subdivision variants. It is shown that the reproduction method is suitable for simulation of a stationary process with an absolutely monotone correlation function.