Do you know any history about tthe bike. Was it running when you bought it? Or did you see it start and run? It sounds like you are missing the RUN/STOP switch or sometimes referred to as the KILL switch. Do you see any loose wires on or near the right handle bar or coming out of the head light?
Does the moped have turn signals or does it look like it had turn signals?