The paper is focused on the application of a Mass Appraising methodology in urban context with few real estate data available. In the urban context of Bari after a traditional MRA application, a Location Value Response Surface model have been tested (OíConnor, 1982) to 50 real estate transactions. In order to improve the quality of mass appraising model the LVRS was integrated with a bootstrap technique