I have a table with the following columns:
Date(Month,Year), Sold_Past_Month, Quantity_Available, Quantity_Shipping_In, Missed_Sales, Quantity_Needed
Quantity_Needed is the dependent variable that is numerical.
I want to predict Quantity_Needed and train a model using the columns mentioned above; however, I also want Quantity_Needed to train the model.
I have data from the past 5 years -> so I would have roughly 60 rows of data for one item.
Is it possible to use ARIMA for this?
If it is, what should I do next to build my model?