enw_posterior: Summarise the posterior

In seabbs/epinowcast: Flexible Hierarchical Nowcasting

Summarise the posterior

Description

A generic wrapper around posterior::summarise_draws() with opinionated defaults.

Usage

enw_posterior(fit, variables = NULL, probs = c(0.05, 0.2, 0.8, 0.95), ...)

Arguments

fit	A cmdstanr fit object.
variables	A character vector of variables to return posterior summaries for. By default summaries for all parameters are returned.
probs	A vector of numeric probabilities to produce quantile summaries for. By default these are the 5%, 20%, 80%, and 95% quantiles which are also the minimum set required for plotting functions to work.
...	Additional arguments that may be passed but will not be used.

Value

A data.frame summarising the model posterior.

See Also

Functions used for postprocessing of model fits build_ord_obs(), enw_add_latest_obs_to_nowcast(), enw_nowcast_samples(), enw_nowcast_summary(), enw_pp_summary(), enw_quantiles_to_long(), enw_summarise_samples(), subset_obs()

Examples

fit <- enw_example("nowcast")
enw_posterior(fit$fit[[1]], variables = "expr_beta")

seabbs/epinowcast documentation built on Feb. 3, 2025, 9:56 p.m.