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mse
takes a Forecast
object and returns the MSE of the
forecast. MSE is calculated as:
1/length(forecast) * sum((realized - forecast)^2)
# S4 method for Forecast
mse(Forecast)
MSE value.
Forecast object.
my_forecast <- Forecast(
origin = as.Date(c("2010-03-31", "2010-06-30", "2010-09-30", "2010-12-31")),
future = as.Date(c("2011-03-31", "2011-06-30", "2011-09-30", "2011-12-31")),
forecast = c(4.21, 4.27, 5.32, 5.11),
realized = c(4.40, 4.45, 4.87, 4.77),
h_ahead = 4L
)
mse(my_forecast)
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