lgpsim-class {lgpr} | R Documentation |
An S4 class to represent a data set simulated using the additive GP formalism
## S4 method for signature 'lgpsim'
show(object)
## S4 method for signature 'lgpsim,missing'
plot(x, y, ...)
object |
an lgpsim object |
x |
an lgpsim object to plot |
y |
not used |
... |
optional arguments passed to |
show(lgpsim)
: Show summary of object.
plot(x = lgpsim, y = missing)
: Plot the data and generating process. For more
information see plot_sim
.
data
the actual data
response
name of the response variable in the data
components
the drawn function components
kernel_matrices
the covariance matrices for each gp
info
A list with fields
par_ell
the used lengthscale parameters
par_cont
the parameters used to generate the continuous
covariates
p_signal
signal proportion
effect_times
A list with fields
true
possible true effect times that generate the disease
effect
observed
possible observed effect times