elpd_pointwise_summaries: Pointwise elps summaries

In sims1253/bayesim: Simulation Framework for Bayesian Modeling

Pointwise elps summaries

Description

Convenience function to collect quantiles and summaries of the pointwise elpd estimates instead of just the main estimates. The returned summaries are all sample size independent.

Usage

elpd_pointwise_summaries(fit, quantiles, newdata = NULL)

Arguments

fit	A brmsfit object.
quantiles	A vector of quantiles of interest.
newdata	If supplied, returns the summaries for elpd_test otherwise, returns elpd summaries by default.

Value

A named list of summaries.

Examples

fit <- brms::brm(y ~ 1, data = list(rnorm(1000)))
elpd_pointwise_summaries(fit, seq(0.1, 0.9, length.out = 9))
elpd_pointwise_summaries(fit, seq(0.1, 0.9, length.out = 9), rnorm(1000))

sims1253/bayesim documentation built on Aug. 13, 2024, 5:59 p.m.