transform_bytime: Convert a list of h_ahead format Forecast objects to a list...

In lmForc: Linear Model Forecasting

Convert a list of h_ahead format Forecast objects to a list of time format Forecast objects.

Description

Given a list of forecasts with different h_ahead values, converts all forecasts in the list to time format. Transforms a list of Forecast objects that have homogenous h_ahead values to a list of Forecast objects with homogenous origin or future values.

Usage

transform_bytime(forcs, slot = "future")

Arguments

forcs	List of Forecast objects.
slot	Character representing whether the list of Forecasts will be converted to a list of Forecasts with homogenous origin or future values. Must be either "origin" or "future".

Value

List of Forecast objects in time format.

Examples

# The following forecasts are in h_ahead format. All forecasts come from the 
# same source (forc1) and have the same origin values. However, the forecasts
# are for different periods ahead.

forc1_1h <- Forecast(
  origin = as.Date(c("2010-02-17", "2010-05-14", "2010-07-22", "2010-12-22")),
  future = as.Date(c("2010-06-30", "2010-09-30", "2010-12-31", "2011-03-31")),
  forecast = c(4.27, 3.36, 4.78, 5.45),
  realized = c(4.96, 4.17, 4.26, 4.99),
  h_ahead = 1
)

forc1_2h <- Forecast(
  origin = as.Date(c("2010-02-17", "2010-05-14", "2010-07-22", "2010-12-22")),
  future = as.Date(c("2010-09-30", "2010-12-31", "2011-03-31", "2011-06-30")),
  forecast = c(3.77, 3.82, 4.53, 4.89),
  realized = c(4.17, 4.26, 4.99, 5.33),
  h_ahead = 2
)

forc1_3h <- Forecast(
  origin = as.Date(c("2010-02-17", "2010-05-14", "2010-07-22", "2010-12-22")),
  future = as.Date(c("2010-12-31", "2011-03-31", "2011-06-30", "2011-09-30")),
  forecast = c(3.52, 4.22, 5.03, 5.78),
  realized = c(4.26, 4.99, 5.33, 5.21),
  h_ahead = 3
)

forcs <- list(forc1_1h, forc1_2h, forc1_3h)

transform_bytime(forcs, slot = "origin")

lmForc documentation built on Sept. 11, 2024, 8:14 p.m.