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Compute parameter-wise quantile confidence intervals from posterior-like SGLD samples returned by [ngme_sgld_samples()].

Usage

ngme_sgld_ci(samples, lower = 0.025, upper = 0.975)

Arguments

samples

data.frame (or list of data.frames) returned by [ngme_sgld_samples()].

lower

lower quantile probability (e.g. 0.025).

upper

upper quantile probability (e.g. 0.975).

Value

A list with posterior-like point estimates (`estimates`), quantile intervals (`ci`), and sample covariance matrix (`covariance`). Class: `ngme_sgld_ci`.