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Title: A Mixed-effect State Space Model to Environmental Data
Author: Costa, Marco
Monteiro, Magda
Keywords: Time series analysis
Kalman filter
state space model
environmental data
Issue Date: Mar-2015
Publisher: AIP Publishing
Abstract: This work presents some common issues in the statistical analysis of time series of environmental area. The discussion and the presentation of solutions is raised by the study of a time series of the oxygen concentration variable in a water quality monitoring site in the river Vouga hydrological basin in Portugal. Issues such as trends, seasonality, temporal correlation and detection of change points are addressed.
Peer review: yes
DOI: 10.1063/1.4912409
Appears in Collections:CIDMA - Comunicações
ESTGA - Comunicações
PSG - Comunicações

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