Yes you can - my hubby and I share. Can't remember the process though so you will have to seek it out.
I have a question about that shared admin - my hubby's page shows 0% response rate! mine 100% That is a bit shocking and I was wondering if one is deemed the lead? But I'll need to ask someone else that info - lol!