Lecture Notes
Required Text
- Wikle C., Zammit-Mangion A., Cressie N. (2018) Spatio-temporal statistics with R. Chapman & Hall/CRC. [book website] [pdf]
Supplementary Text
- Cressie N., Wikle C. (2011) Statistics for spatio-temporal data. Wiley. [amazon]
- This is a classic reference, but more advanced than the required text.
- Perpiñán, O. (2018) Displaying time series, spatial, and spatio-temporal data with R. (second edition). CRC Press. [link]
- This is a comprehensive and recently updated text that will save you a lot of time when trying to make nice plots.
Required Software
- R Core Team (2018) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing [link]
- RStudio Team (2018) RStudio: Integrated Development for R. RStudio, Inc. [link]
- MiKTex [link] (for Windows) MacTex (for OS X) [link]
R Markdown