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
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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.
@article{TVP_1974_19_4_a21,
author = {G. A. Mikhailov},
title = {On the ``reproduction'' method for simulation of random vectors and processes (randomization of correlation matrices},
journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
pages = {873--878},
publisher = {mathdoc},
volume = {19},
number = {4},
year = {1974},
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 PB - mathdoc 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 %I mathdoc %U http://geodesic.mathdoc.fr/item/TVP_1974_19_4_a21/ %G ru %F TVP_1974_19_4_a21
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/