summary-bcgpfit-method: 'summary' method for a 'bcgpfit' object

Description Usage Arguments Examples

Description

This gives a summary of the posterior draws contained in a bcgpfit object

Usage

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## S4 method for signature 'bcgpfit'
summary(object, pars, quantiles = c(0.025, 0.25, 0.5,
  0.75, 0.975), ...)

Arguments

object

a bcgpfit object

pars

a character vector specifying the parameters to summarize

quantiles

a numeric vector specifying the desired quantiles for each parameter

Examples

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simData <- bcgpsims(composite = TRUE, stationary = FALSE, noise = FALSE,
                    d = 2, decomposition = TRUE)

model <- bcgpmodel(x = simData@training$x, y = simData@training$y,
                   composite = TRUE, stationary = FALSE, noise = FALSE)
fit <- bcgp_sampling(model, scaled = TRUE, cores = 4, nmcmc = 500,
                     burnin = 200)

fit
print(fit, pars = c("beta0", "w", "rhoG", "rhoL"), digits_summary = 3)
summary(fit)

cbdavis33/bcgp documentation built on Oct. 1, 2019, 8:07 a.m.