Boelaert, Julien - HAL - 2013
We introduce a new type of demand system using a feedforward artificial neural network. The neural network demand … system is a flexible system that requires few hypotheses, has no roots in consumer theory but may be used to test it. We use … the system to estimate demand elasticities on micro data of household consumption in Canada between 2004 and 2008, and …