Hope that you don't pick it up! In the end, Monopoly is a game of luck. Sometimes you lose because you constantly get sent to jail, and never land on unbought properties. All you can do is improve your odds, and this is the most surefire way I've found of doing that.

You can improve your odds of not picking it up slightly by never using the 'or take a chance' cards, and if all the properties are bought, stay in jail as long as possible.