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Monthly forecast with daily gap duration in time series

Monthly forecast with daily gap duration in time series

I want to make monthly prediction for next three months' material demand. So I set forecast distance to be 1 to 3 and my data is also monthly aggregation.

But I have to make prediction before 25th every month. In other words, the latest month's data only contain 25 days for prediction. Maybe I can multiply the data by 30/25 to be as 30 days'. But it's not accurate.

Is it possible to set this situation in DataRobot's time series prediction? Maybe gap duration or change to be weekly prediction or something else?

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