Estimation of Clustering Parameters Using Gaussian Process Regression
Figure 6
Covariance structure of GP models.
The solid black line shows the mean covariance between quadrats on the true intensity map, plotted against separation (binned into unit intervals). The dotted grey lines show the standard deviation in the covariance. The solid red line shows the GP squared exponential function with the learnt hyperparameters.