Teaching GuideTerm
Faculty of Computer Science
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Grao en Ciencia e Enxeñaría de Datos
 Subjects
  Statistical Analysis of Dependent Data
   Sources of information
Basic Bivand R.S., Pebesma E.J., Gómez-Rubio V. (2008). Applied Spatial Data Analysis with R. Springer
Cowpertwait P.S.P., Metcalfe A.V. (2009). Introductory Time Series with R. Springer
Cryer J.D., Chan K-S. (2008). Time Series Analysis. With Applications in R. Springer (2ª edición)
Diggle P., Ribeiro P.J. (2007). Model-based Geostatistics. Springer
Hyndman R.J., Athanasopoulos G. (2018). Forecasting: Principles and Practice. O Texts (2ª edición) (accesible online en https://otexts.com/fpp2/)
Montero P., Vilar J.A. (2014). TSclust: An R package for time series clustering. Journal of Statistical Software 62(1)

Complementary Brockwell P.J., Davis R.A. (2002). Introduction to Time Series and Forecasting. Springer (2ª edición)
Chilès J.P., Delfiner P. (1999). Geostatistics: modeling spatial uncertainty. Wiley
Liao T.W. (2005). Clustering of time series-a survey. Pattern Recognittion 38, 1857-1874
Peña D. (2005). Análisis de Series Temporales. Alianza Editorial
Shumway R.H., Stoffer D.S. (2017). Time Series Analysis and Its Applications. With R Examples. Springer (4ª edición)
Wikle C.K., Zammit-Mangion A., Cressie N. (2019). Spatio-temporal Statistics with R. Chapman and Hall/CRC (accesible online en https://spacetimewithr.org)

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