Data and code
Data
Point referenced
Areal
Point pattern
Sample R tutorials
Code
Point referenced
- Realizations of a Gaussian process with Matern covariance (code)
- Variogram analysis
- Maximum likelihood estimation
- Anisotropy
- Plotting the Kriging weights
- Kriging example
- Cross validation
- Bayesian SIR model (background, GUI, and a NYT article about COVID-19 and Bayes)
- Bayesian Kriging
- Spatial logistic regression
- Spatially-varying coefficients
- Spatiotemporal analysis
Areal
- Defining spatial adjacency matrices
- Test for spatial autocorrelation
- Gaussian CAR model
- Poisson CAR model
Point patterns
- Example of spatial point patterns
- Inhomogeneous Poisson Process with covariates
- Spatial hotspot detection