I am trying to model the number of order that come at a distance d from the top of the book on either side, both bid and ask.
I was wondering what is a good way to model orders which improve the best bid and best offer? Do people use a negative number or use absolute distance? What are the pros and cons of both?
Has someone worked on this and willing to share a few ideas?