This paper presents the results of an application of the Rosen-Freeman hedonic price model to the Perth (Western Australia) residential land market. A sample of over two thousand market transactions is used to estimate the value of residential land attributes. Major emphasis is given to those particular land attributes that are subject to public regulation and to the policy implications that follow.