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Draw samples from a posterior GP/Magma distribution

Source: R/sampling.R
sample_gp.Rd

Draw samples from a posterior GP/Magma distribution

Usage

sample_gp(pred_gp, nb_samples = 50)

sample_magma(pred_gp, nb_samples = 50)

Arguments

pred_gp

A list, typically coming from pred_magma or pred_gp functions, with argument 'get_full_cov = TRUE'. Required elements: pred, cov.

nb_samples

A number, indicating the number of samples to be drawn from the predictive posterior distribution. For two-dimensional graphs, only one sample can be displayed.

Value

A tibble or data frame, containing the samples generated from a GP prediction. Format: Input, Sample, Output.

Examples

TRUE
#> [1] TRUE