Make a heatmap of relative WIS across locations — make_fig5_heatmap_relative_wis • wweval

Make a heatmap of relative WIS across locations

Usage

make_fig5_heatmap_relative_wis(
  scores,
  time_period,
  models_to_show,
  baseline_model = "COVIDhub-4_week_ensemble"
)

Arguments

scores: df of granular (daily) score across models, locations, forecast dates and horizons
time_period: time period that scores are summarized over
models_to_show: A vector of charcter strings indicating which models from the COVID-19 forecast hub to include in the plot.
baseline_model: which model to compute relative WIS compared to, default is COVIDhub-4_week_ensemble

Value

a ggplot with a heatmap with model on the x-axis, location on the y-axis and fill by relative WIS score across forecast dates and horizons