The dynamic linear model: an application to flood forecasting

Abstract

This paper introduces the Bayesian Dynamic Linear Model to predict the flows (mainly in flood conditions) at a point of a river in successive instants of time, knowing the previous flows at several stations located up the river. The model is fitted to a Spanish river rises.