Description Usage Arguments Value See Also
Generate simulated GP models
1 2 3 | simulategp(N = 100, reps = 3, obs = c(0, 5, 10, 15, 20), xs = seq(0, 20,
0.2), filename = NULL, l.noise = 12, l.shape = 4, l.scale = 4,
sigmaf.noise = 0.25, sigmaf.shape = 1.5, sigmaf.scale = 0.3)
|
N |
number of gp's |
reps |
replicate observations |
obs |
observation timepoints |
xs |
target timepoints |
filename |
file to save the results |
l.noise |
Noise model lengthscale |
l.shape |
shape of lengthscale Gamma distribution |
l.scale |
scale of lengthscale Gamma distribution |
sigmaf.noise |
Noise model sigma.f |
sigmaf.shape |
shape of sigma.f Gamma distribution |
sigmaf.scale |
scale of sigma.f Gamma distribution |
List with
simdata |
Simulated datamatrix |
gps |
Simulated GPs |
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