EPROM Substitution

I have been using a certain EPROM for a while now and now I find out that it is no longer in production. I was told that I could substitute it with another chip. My question is how do I determine if the old EPROM can be substituted with the new one without damaging the device. Is there something I should look for that can tell me if it is compatible?