Aircraft Noise and Residential Property Values: An Artificial Neural Network Approach

The properties of Artificial Neural Networks (ANNs) are outlined and shown to discriminate the effect of aircraft noise from other value determinants in a study of residential property values adjacent to Manchester International Airport. The varying effects of noise on different property types and neighbourhoods are identified. The results are contrasted with earlier hedonic regression-based studies.