State-space models for analysis of hydrological series
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Date
2010-12
Authors
Agwuegbo, S.O.N.
Adewole, A.P.
Journal Title
Journal ISSN
Volume Title
Publisher
Journal of Engineering Research
Abstract
In this study, the class of state pace model for which optimal forecasts may be computed using a recursive estimation procedure called the Kalman Filter is developed for the analysis of hydrological series. The state-space formulation yields a practical means of estimation for his complex time varying dynamical process. It provided a generic and flexible framework for hydrological modelling and inference. A straight forward implementation was achieved in the software package S-Plus
Description
Keywords
Hydrological series , Software package , Software package S-Plus , Kalman Filter , Research Subject Categories::TECHNOLOGY::Information technology::Computer science
Citation
Agwuegbo, S.O.N. and Adewole, A.P. (2010) State-space models for analysis of hydrological series. Journal of Engineering Research. Vol.15(4)