|
Teoriya Veroyatnostei i ee Primeneniya, 1974, Volume 19, Issue 4, Pages 873–878
(Mi tvp3993)
|
|
|
|
This article is cited in 2 scientific papers (total in 2 papers)
Short Communications
On the “reproduction” method for simulation of random vectors and processes (randomization of correlation matrices
G. A. Mikhailov Novosibirsk
Abstract:
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.
Received: 17.12.1973
Citation:
G. A. Mikhailov, “On the “reproduction” method for simulation of random vectors and processes (randomization of correlation matrices”, Teor. Veroyatnost. i Primenen., 19:4 (1974), 873–878; Theory Probab. Appl., 19:4 (1975), 839–843
Linking options:
https://www.mathnet.ru/eng/tvp3993 https://www.mathnet.ru/eng/tvp/v19/i4/p873
|
Statistics & downloads: |
Abstract page: | 253 | Full-text PDF : | 99 |
|