Nothing
test_that("forecast_univariate (direct projection) produces standard output", {
# simple time series
A = c(1:100) + rnorm(100)
date = seq.Date(from = as.Date('2000-01-01'), by = 'month', length.out = 100)
Data = data.frame(date = date, A)
# run forecast_univariate
forecast.uni =
try(
forecast_univariate(
Data = Data,
forecast.dates = tail(Data$date,5),
method = c('naive','auto.arima', 'ets'),
horizon = 1,
recursive = FALSE,
# information set
rolling.window = NA,
freq = 'month',
# data prep
outlier.clean = TRUE,
impute.missing = TRUE,
# return
return.models = TRUE,
return.data = TRUE)
)
# expect formats
expect_true(is.data.frame(forecast.uni$forecasts), 'forecasts is not a proper data.frame')
expect_true(is.list(forecast.uni$models), 'models is not a proper list')
expect_true(is.list(forecast.uni$information.set), 'information set is not a proper list')
# expect proper names and numbers of outputs
expect_equal(names(forecast.uni$models), as.character(tail(Data$date,5)))
expect_equal(names(forecast.uni$information.set), as.character(tail(Data$date,5)))
})
test_that("forecast_univariate (recursive) produces standard output", {
# simple time series
A = c(1:100) + rnorm(100)
date = seq.Date(from = as.Date('2000-01-01'), by = 'month', length.out = 100)
Data = data.frame(date = date, A)
# run forecast_univariate
forecast.uni =
try(
forecast_univariate(
Data = Data,
forecast.dates = tail(Data$date,5),
method = c('naive','auto.arima', 'ets'),
horizon = 1,
recursive = TRUE,
# information set
rolling.window = NA,
freq = 'month',
# data prep
outlier.clean = TRUE,
impute.missing = TRUE,
# return
return.models = TRUE,
return.data = TRUE)
)
# expect formats
expect_true(is.data.frame(forecast.uni$forecasts), 'rercursive forecasts is not a proper data.frame')
expect_true(is.list(forecast.uni$models), 'rercursive models is not a proper list')
expect_true(is.list(forecast.uni$information.set), 'rercursive information set is not a proper list')
# expect proper names and numbers of outputs
expect_equal(names(forecast.uni$models), as.character(tail(Data$date,5)))
expect_equal(names(forecast.uni$information.set), as.character(tail(Data$date,5)))
})
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.