Define a model for the spatial behaviour of the GEV parameters
This function defines the model for the spatial behaviour of the GEV parameter.
modeldef(data, formula)
data |
A matrix representing the data. Each column corresponds to one location. |
formula |
A R formula. See details for further details. |
need to be documented
Mathieu Ribatet
## 1- A design matrix from a classical linear model n.site <- 5 coord <- matrix(rnorm(2*n.site, sd = sqrt(.2)), ncol = 2) colnames(coord) <- c("lon", "lat") loc.form <- loc ~ lat + I(lon^2) modeldef(coord, loc.form) ## 2- A design and penalization matrix from a penalized smoothin spline x <- sort(runif(10, -2, 10)) n.knots <- 3 knots <- quantile(x, prob = 1:n.knots / (n.knots + 2)) modeldef(x, y ~ rb(x, knots = knots, degree = 3, penalty = 1))
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