Spatio-temporal analysis of point patterns and lattice data
Spatio-temporal analysis of point patterns and lattice data
Spatio-temporal analysis of point patterns and lattice data
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Kernel Density Plots<br />
Kernel smoothing is a popular non-parametric way <strong>of</strong> estimating the<br />
intensity at a given <strong>point</strong> x:<br />
ˆλ(x) =<br />
n∑<br />
i=1<br />
1 −x i|<br />
h 2κ(|x );κ(·) is a kernel function<br />
h<br />
120<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
V. Gómez-Rubio (UCLM) <strong>Spatio</strong>-Temporal Analysis 6 / 22
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