This paper considers spatial autoregressive panel data models and extends their analysis to the case where the spatial coefficients differ across the spatial units. It derives conditions under which the spatial coefficients are identified and develops a quasi maximum likelihood (QML) estimation...

A well-known theoretical result in the contest literature is that greater heterogeneity decreases performance of contestants because of the "discouragement effect." Leveling the playing field by favoring weaker contestants through bid-caps and favorable tie-breaking rules can reduce the...

We study if the combined significant reduction in the pupil-teacher ratio and increase in parental education observed in Italy between the end of IIWW and the end of 1980s had a significant impact on the educational attainment and labor market returns of a representative sample of Italians born...