An S4 class to represent the output of the lgp function

# S4 method for lgpfit
show(object)

# S4 method for lgpfit
component_names(object)

# S4 method for lgpfit
postproc(object, verbose = TRUE)

# S4 method for lgpfit
contains_postproc(object)

# S4 method for lgpfit
clear_postproc(object)

# S4 method for lgpfit
get_model(object)

# S4 method for lgpfit
get_stanfit(object)

# S4 method for lgpfit
is_f_sampled(object)

# S4 method for lgpfit,missing
plot(x, y)

Arguments

object

The object for which to apply a class method.

verbose

Can the method print any messages?

x

an lgpfit object to visualize

y

unused argument

Methods (by generic)

  • show: Print information and summary about the fit object.

  • component_names: Get names of model components.

  • postproc: Apply postprocessing. Returns an updated lgpfit object (copies data).

  • contains_postproc: Check if object contains postprocessing information.

  • clear_postproc: Returns an updated (copies data) lgpfit object without any postprocessing information.

  • get_model: Get the stored lgpmodel object. Various properties of the returned object can be accessed as explained in the documentation of lgpmodel.

  • get_stanfit: Get the stored stanfit object. Various properties of the returned object can be accessed or plotted as explained here or in the documentation of stanfit.

  • is_f_sampled: Determine if inference was done by sampling the latent signal f (and its components).

  • plot: Visualize parameter draws using plot_draws.

Slots

stan_fit

An object of class stanfit.

model

An object of class lgpmodel.

num_draws

Total number of parameter draws.

postproc_results

A named list containing possible postprocessing results.

See also

For extracting parameter draws, see get_draws, or the rstan methods for stanfit objects.

For more detailed plotting functions, see plot_draws, plot_beta, plot_warp, plot_effect_times