Example model output

Example model output from running a hierarchical first difference model on the included sample data for Pacific Wrens.

Usage

pacific_wren_model

Format

pacific_wren_model

A list output from run_model() with 4 items

• model_fit - cmdstanr model output

• model_data - list of data formatted for use in Stan modelling

• meta_data - meta data defining the analysis

• meta_strata - data frame listing strata meta data

• raw_data - data frame of summarized counts

Examples

# Code to replicate:
if (FALSE) { # \dontrun{
pacific_wren_model <- stratify(by = "bbs_cws", sample_data = TRUE) %>%
  prepare_data() %>%
  prepare_model(model = "first_diff", set_seed = 111) %>%
  run_model(chains = 2, iter_sampling = 20, iter_warmup = 20, set_seed = 111)
} # }