Hi, I have th same issue; I do not have a "mark as unpaid" option. 

I am using Quickbooks online (not self employed). 

It says the amount has been deposited for an invoice but it has not, I must have accidentally marked it as paid but now can not undo that. 

Please can you help me?

Thank you,

Louisa