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Bottom up aggregration of base forecasts

Usage

bottom_up_aggregation(
  base_forecasts,
  cp,
  ndraws,
  draw_col = ".draw",
  date_col = "date",
  value_to_aggregate_col = "hosp",
  rank_quantity_col = "hosp",
  location_col = "location",
  aggregated_location_name = "aggregate"
)

Arguments

base_forecasts

The base forecasts tibble

cp

Base forecast rank sampling copula.

ndraws

Number of draws from rank sampling copula

draw_col

String name of column for draws.

date_col

String name of column for dates.

value_to_aggregate_col

String name of column to make bottom-up aggregation on.

rank_quantity_col

String name of column to rank draw/location pair on.

location_col

String name of the location column.

aggregated_location_name

Name for the aggregated location. Default "aggregate".

Value

A tibble of 1,..., ndraws aggregated forecasts.