"Translate back" seasonal adjusted data into original values
Posted: Fri Sep 19, 2014 7:14 am
Hello,
here is my question: I got sales data from a company. The data is highly seasonal and I "only" have about 100 observations, so I decided to build a forecast model for ARIMA X12 seasonal adjusted data. I made some forecasts and I would like to figure out whether my model performs better than the "model" used by the company. But: The company uses original data (not seasonal adjusted) for their forecasts. What I need to do is to "translate back" my forecasted values into the non seasonal adjusted values to get a comparison which forecast is better.
So, I seek for an opportunity to bring seasonal adjusted data forecasts back to the original form without seasonal adjustment
Is there any way to do that? I am looking foreward to your answers! Many Thanks!
Kai
here is my question: I got sales data from a company. The data is highly seasonal and I "only" have about 100 observations, so I decided to build a forecast model for ARIMA X12 seasonal adjusted data. I made some forecasts and I would like to figure out whether my model performs better than the "model" used by the company. But: The company uses original data (not seasonal adjusted) for their forecasts. What I need to do is to "translate back" my forecasted values into the non seasonal adjusted values to get a comparison which forecast is better.
So, I seek for an opportunity to bring seasonal adjusted data forecasts back to the original form without seasonal adjustment
Is there any way to do that? I am looking foreward to your answers! Many Thanks!
Kai