BookmarkSubscribeRSS Feed
deleted_user
Not applicable
What SAS procedure should I use when I want to do persistence modeling for time series data?
1 REPLY 1
udo_sas
SAS Employee
Hello,
According to "Persistence Modeling for Assessing Marketing Strategy Performance" (http://repub.eur.nl/publications/index/573204148/) persistence modeling is a multi-step process.
The authors of the paper suggest that "unit-root tests are used to determine whether or not the different variables are stable or evolving. In case several of the variables are found to have a unit root, one subsequently tests for cointegration. Depending on the outcome of these two preliminary steps, one estimates a Vector-AutoRegressive (VAR) model in the levels, in the differences, or in error-correction format. Finally, the parameter estimates from this VAR model are used to derive Impulse Response Functions (IRFs), from which various summary statistics on the short- and-long-run dynamics of the system can be derived."
As such I think you will need to use the following SAS/ETS procedures: AUTOREG and VARMAX.
Hope this makes sense,
Udo

hackathon24-white-horiz.png

The 2025 SAS Hackathon Kicks Off on June 11!

Watch the live Hackathon Kickoff to get all the essential information about the SAS Hackathon—including how to join, how to participate, and expert tips for success.

YouTube LinkedIn

Discussion stats
  • 1 reply
  • 1263 views
  • 0 likes
  • 2 in conversation