Please use this identifier to cite or link to this item:
http://hdl.handle.net/10773/13619| 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 |
| URI: | http://hdl.handle.net/10773/13619 |
| DOI: | 10.1063/1.4912409 |
| Appears in Collections: | CIDMA - Comunicações ESTGA - Comunicações PSG - Comunicações |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| A mixed-effect state space model to environmental data Costa Monteiro ICNAAM2015.pdf | Documento principal | 1.43 MB | Adobe PDF | View/Open |
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