Abstract The aim of this paper is to present an original approach estimate the gender pay gap (GPG). We propose a model-based decomposition, similar most popular approaches, where first component measures differences in group characteristics and second unexplained effect; latter being real gap. novel incorporates model selection bias correction. problem small area context considered paper, alth...