According to Doubleclick, which is Google's advertising division, in 2013 clickthrough rates of different kinds of banner advertising were as follows:
Use this data to determine the likely number of clicks per view of your own banner ads. You will need to know how many times the ad is likely to be seen depending on the traffic generated by your chosen site.