Well with communter trains costing several times more than a bus, I will contiune to expect a higher level of service.
I'll get over the extra few dollars, however it is industry standard to not charge a buy on board premium when a pax can't purchase a ticket at the station he boarded. This is the policy on MARC, NJT, Metra, and Metro-North.