If you purchased a car and less than a hour from leaving the car lot you couldn't put the car in drive can you return the car back for a refund?

If you purchased a car and less than a hour from leaving the car lot you couldn't put the car in drive can you return the car back for a refund?
put a gear box in the car that came from a scarp Yard and say you're not happy with it