The influence of neighbourhood characteristics on housing prices has gained increasing attention from scholars in recent decades. However, studies the three-dimensional nature urban space, and particularly vertical dimension, have remained limited. This study investigates previously unexplored variables that can capture horizontal dimensions land-use configuration. In addition, this proposes a ...