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Bayesian Estimation of the Change Point in the Sequences of Correlated Random Variables of Hydrometeorological Characteristics.

Authors :
Bolgov, M. V.
Source :
Russian Meteorology & Hydrology; Oct2021, Vol. 46 Issue 10, p667-673, 7p
Publication Year :
2021

Abstract

The paper considers the method for determining the point of change (the disturbance of stationarity) in the time series of hydrometeorological parameters characterized by a sequential change in stationary states of a random process. The method is based on the Bayesian approach to obtaining the distribution of the change point, which is generalized for a case of correlated sequences with non-Gaussian marginal distribution laws. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10683739
Volume :
46
Issue :
10
Database :
Complementary Index
Journal :
Russian Meteorology & Hydrology
Publication Type :
Academic Journal
Accession number :
154427424
Full Text :
https://doi.org/10.3103/S1068373921100034