R/main-draw_pred.R
draw_pred.RdDraw pseudo-observations from predictive distribution.
If pred contains draws from the component posterior (prior)
distributions, then the output is draws from the posterior (prior)
predictive distribution. If pred is not specified, then
whether output draws are from prior or posterior predictive distribution
depends on whether fit is created using the lgp
option prior_only=TRUE or not.
draw_pred(fit, pred = NULL)An object of class lgpfit that has been created
using the lgp option sample_f=TRUE.
An object of class Prediction, containing
draws of each model component. If NULL, this is
obtained using get_pred(fit).
An array with shape \(S x P\), where \(S\) is the number of
draws that pred contains and \(P\) is the length of each
function draw.
Each row \(s = 1, \ldots, S\) of the output is one vector drawn from the
predictive distribution, given parameter draw \(s\).
Other main functions:
create_model(),
get_draws(),
lgp(),
pred(),
prior_pred(),
sample_model()