enw_priors_as_data_list: Convert prior 'data.frame' to list

In seabbs/epinowcast: Flexible Hierarchical Nowcasting

Convert prior data.frame to list

Description

Converts priors defined in a data.frame into a list format for use by stan. In addition it adds "_p" to all variable names in order too allow them to be distinguished from their standard usage within modelling code.

Usage

enw_priors_as_data_list(priors)

Arguments

priors

A data.frame with the following variables: variable, mean, sd describing normal priors. Priors in the appropriate format are returned by enw_reference() as well as by other similar model specification functions.

Value

A named list with each entry specifying a prior as a length two vector (specifying the mean and standard deviation of the prior).

See Also

Functions used to help convert models into the format required for stan enw_formula_as_data_list(), enw_get_cache(), enw_model(), enw_pathfinder(), enw_replace_priors(), enw_sample(), enw_set_cache(), enw_stan_to_r(), enw_unset_cache(), remove_profiling(), write_stan_files_no_profile()

Examples

priors <- data.frame(variable = "x", mean = 1, sd = 2)
enw_priors_as_data_list(priors)

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