Places to be sure to look:
Glove box (just makng sure
)
Console storage compartment
Door pockets (both sides)
Rear access panels (both sides)
Spare Tire Compartment
Ash Trays
If none of the above, short of contacting the prior owner for assistance, I agree with the advise of going to a BMW dealer and seeing if they can help you out.