Using Local Labor Systems (LLSs) data, we assess the effect of the local productive structure on the employment growth in Italy during the period 1981-2008. Italy represents an interesting case study because of the high degree of spatial heterogeneity in local labor market performances and of...

We propose a geoadditive negative binomial model (Geo-NB-GAM) for regional count data which allows us to simultaneously address some important methodological issues, such as spatial clustering, nonlinearities and overdispersion. We apply this model to study location determinants of inward...

We propose a geoadditive negative binomial model (Geo-NB-GAM) for regional count data which allows us to simultaneously address some important methodological issues, such as spatial clustering, nonlinearities and overdispersion. We apply this model to study location determinants of inward...

We propose a semiparametric geoadditive negative binomial model of industrial location which allows to simultaneously address some important methodological issues, such as spatial clustering and nonlinearities, which have been only partly addressed in previous studies. We apply this model to...

Entrepreneurship literature (Parker 2004) has rarely considered spatial location as a micro-determinant of occupational choice, although there are compelling reasons to posit that spatial location influences economic behavior. Using Bayesian semiparametric methodologies and geoadditive...

Entrepreneurship literature (Parker 2004) has rarely considered spatial location as a micro-determinant of occupational choice, although there are compelling reasons to posit that spatial location influences economic behavior. Using Bayesian semiparametric methodologies and geoadditive...

Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Bayesian GAM?s and extensions to generalized structured additive regression based on one or two dimensional P-splines...