Setting up a partnership is very easy. Apply for an EIN from the IRS (www.irs.gov) Once you have your number you open a brokerage account in that EIN.
All income is passed-thorugh to the partners according to their partnership agreement, in other words, 50%-%50 or 70%-30% whatever you decide...