What options are available to pay for the installation cost not covered by the upfront incentive? 

Aside from paying out of pocket for the remainder of the installation costs, there are financing options available. For example, the Green Bank offers the Smart-E loan which is designed for energy-related improvements and offered through a network for local financial institutions. Home equity loans and lines of credit could also be options.