assert_forecast_generic: Validation common to all forecast types

In epiforecasts/scoringutils: Utilities for Scoring and Assessing Predictions

Validation common to all forecast types

Description

The function runs input checks that apply to all input data, regardless of forecast type. The function

• asserts that the forecast is a data.table which has columns observed and predicted, as well as a column called model.

• checks the forecast type and forecast unit

• checks there are no duplicate forecasts

• if appropriate, checks the number of samples / quantiles is the same for all forecasts.

Usage

assert_forecast_generic(data, verbose = TRUE)

Arguments

data	A data.table with forecasts and observed values that should be validated.
verbose	Logical. If FALSE (default is TRUE), no messages and warnings will be created.

Value

returns the input

epiforecasts/scoringutils documentation built on April 23, 2024, 4:56 p.m.