Open KryeKuzhinieri opened 3 months ago
Sorry for the late reply. The latest version has allocator scenario of "max_response" and "target_efficiency". See ?robyn_allocator
for more description.
Robyn doesn't offer future forecasting, so you're right that the allocator is doing past simulation. But to be honest the only difference between forecast and simulation is the forecast of trend/ season etc. For media variables, the optimised budget is derived exactly the same as the past simulation, based on the same saturation curve and same coefficient. And of course the trend forecast is a task by itself anyways.
We're aware that many have asked for the forecast feature. We'll consider it in the future.
In the previous versions of Robyn we had
max_response_expected_spend
withexpected_spend_days
andexpected_spend
forrobyn_allocator
. Now in the new version this seems to have been changed tomax_historical_response
which is cool but the questions are: