The paper analyzes the role of guarantees on loan interest rates before and during the recent financial crisis in Italian firm financing. The paper improves on existing literature by distinguishing between real and personal guarantees. Further, the paper investigates the potential different role...

In this paper we examine maximum likelihood estimation procedures in multilevel models for two level nesting structures. Usually, for fixed effects and variance components estimation, level-one error terms and random effects are assumed to be normally distributed. Nevertheless, in some...

A study of the geographic distribution of U.S. unemployment takes up the challenge to explore regional variation in unemployment by gender. To do so, the differential effects of local and regional unemployment on the likelihood that individual women and men are unemployed and differences in the...

This paper analyses the TFP heterogeneity of a sample of manufacturing firms operating in seven EU countries (Austria, France, Germany, Hungary, Italy, Spain and UK). TFP data refer to 2008. The empirical setting is based on the multilevel modelling which provides two main results. Firstly, we...