The project addresses the disconnection issue of the current financial and economic agent-based research. A complex agent-based economic model with an integrated financial sector will be suggested and a focus will be devoted to its econometric estimation. This interconnection will allow an overall study of the economic system under realistic assumptions about the behavior of economic agents.