You can indeed change your address, but we cannot guarantee that you'll receive your documents on your new address.
What areas in New York charge a Metropolitan Commuter Transportation District fee?
The list of counties that are required to pay the MCTD fee include the Bronx, Kings Brooklyn, New York Manhattan, and Queens.