Major advances have taken place
in the analysis of cross sectional data by means of semi-parametric and non-parametric
techniques. Heterogeneity of economic relations across individuals, firms and industries is
increasingly acknowledged and attempts have been made to take them into account either
by integrating out their effects or by modeling the sources of heterogeneity when suitable
panel data exists.