Teaching GuideTerm Faculty of Computer Science |
Grao en Ciencia e Enxeñaría de Datos |
Subjects |
Statistical Analysis of Dependent Data |
Sources of information |
|
|
Identifying Data | 2023/24 | |||||||||||||
Subject | Statistical Analysis of Dependent Data | Code | 614G02022 | |||||||||||
Study programme |
|
|||||||||||||
Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
Graduate | 1st four-month period |
Third | Obligatory | 6 | ||||||||||
|
Basic |
Bivand R.S., Pebesma E.J., Gómez-Rubio V. (2008). Applied Spatial Data Analysis with R. Springer Clark, I. (1979). Practical geostatistics. London: Applied Science Publishers 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) |
|
|