clean the bias in the unpaired sample. In a second step, corrected unpaired observations are used jointly with panel data … compromised by the limited variation provided by the short longitudinal data. -- Panel data ; estimation efficiency ; pseudo-panel …

This paper analyzes wage decomposition methodology in the context of panel data sample selection embedded in a … correlated random effects setting. Identification issues unique to panel data are examined for their implications for wage … decompositions. As an empirical example, we apply our methodology to German Socio-Economic Panel (GSOEP) data with which we …