I am trying to use the forecast.holtwinters function and when I try to run it:
dftimeseriesforecast <- forecast.HoltWinters(data, h=65)
I get this error:
Error: could not find function "forecast.HoltWinters"
I have also tried this:
dftimeseriesforecast= forecast::forecast.HoltWinters(data, h=65)
But I get this error message:
Error: 'forecast.HoltWinters' is not an exported object from 'namespace:forecast'
I look at this list of functions in the forecast package using this code:
ls("package:forecast")
and this returns:
[1] "%>%" "accuracy" "Acf" "arfima" "Arima" "arima.errors" "arimaorder" "auto.arima"
[9] "autolayer" "baggedETS" "bats" "bizdays" "bld.mbb.bootstrap" "BoxCox" "BoxCox.lambda" "Ccf"
[17] "checkresiduals" "croston" "CV" "CVar" "dm.test" "dshw" "easter" "ets"
[25] "findfrequency" "forecast" "forecast.ets" "fourier" "fourierf" "gas" "geom_forecast" "GeomForecast"
[33] "getResponse" "ggAcf" "ggCcf" "gghistogram" "gglagchull" "gglagplot" "ggmonthplot" "ggPacf"
[41] "ggseasonplot" "ggsubseriesplot" "ggtaperedacf" "ggtaperedpacf" "ggtsdisplay" "gold" "holt" "hw"
[49] "InvBoxCox" "is.acf" "is.Arima" "is.baggedETS" "is.bats" "is.constant" "is.ets" "is.forecast"
[57] "is.mforecast" "is.nnetar" "is.nnetarmodels" "is.splineforecast" "is.stlm" "ma" "meanf" "monthdays"
[65] "msts" "na.interp" "naive" "ndiffs" "nnetar" "nsdiffs" "Pacf" "remainder"
[73] "rwf" "seasadj" "seasonal" "seasonaldummy" "seasonaldummyf" "seasonplot" "ses" "sindexf"
[81] "snaive" "splinef" "StatForecast" "stlf" "stlm" "taperedacf" "taperedpacf" "taylor"
[89] "tbats" "tbats.components" "thetaf" "trendcycle" "tsclean" "tsCV" "tsdisplay" "tslm"
[97] "tsoutliers" "wineind" "woolyrnq"
Does anyone know what is going on? I've used this before and had no problems. I'm using forecast version 8.1.
None of these things are in the forecast
package. They are in stats
:
> m <- stats::HoltWinters(co2)
> class(m)
[1] "HoltWinters"
> p = predict(m)
> pp = stats:::predict.HoltWinters(m)
> p
Jan
1998 365.1079
> pp
Jan
1998 365.1079
predict.HoltWinters
is an unexported function from stats
which should only be called on objects from HoltWinters()
.
forecast.HoltWinters
is an unexported function from forecast
which means you need three colons to access it. But you should never have to do this because it should be automatically found when you run forecast
on a the output from HoltWinters()
:
> m <- stats::HoltWinters(co2)
> forecast(m)
Point Forecast Lo 80 Hi 80 Lo 95 Hi 95
Jan 1998 365.1079 364.7139 365.5019 364.5053 365.7105
Feb 1998 365.9664 365.5228 366.4100 365.2879 366.6449
[etc]
Same as:
> forecast:::forecast.HoltWinters(m)
Point Forecast Lo 80 Hi 80 Lo 95 Hi 95
Jan 1998 365.1079 364.7139 365.5019 364.5053 365.7105
Feb 1998 365.9664 365.5228 366.4100 365.2879 366.6449
[etc]