I am interested in setting up some type of sponsorship like this on my site. But I am wondering how to determine an appropriate price to charge for such an ad.

I am interested in setting up some type of sponsorship like this on my site. But I am wondering how to determine an appropriate price to charge for such an ad. I am sure there are many factors involved. But I'm not sure where to start. Any suggestions? Note: I am not the OP