Questions tagged [forecasting]

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3 votes
0 answers

Car rental time series forecasting

I have the time series of car rentals/demand in a location. The time axis is every hour for 3 months. The y-axis is number of car rentals/demand. I want to do prediction for future hours given this ...
4 votes
2 answers

Multiple SKU forecast for Intermittent Demand

I've been tasked to generate a forecast for our newly operation business which has more than 500+ sku. Almost 90% of them are following intermittent demand pattern, with very few data points to train ...
  • 43
5 votes
3 answers

How to handle many time series?

At first, I should apologize if this question is not relevant to this website, but since there are some researchers from the management science community, I ask the question here. I have data for ...
  • 2,083
5 votes
2 answers

Meaning of Moving Average Term in ARIMA

I am working on a forecasting project and want to reaffirm my knowledge on different techniques before blindly hitting run in my Python code. I am testing several forecasting techniques such as ...
  • 53