We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalization: any good error estimate may be converted into a data-based penalty function and the performance of the estimate...

This study investigates the wage gap between the public and private sectors in Brazil. The analysis is carried out with 2009 microdata from the Pesquisa Nacional por Amostra de Domicílios (PNAD) and it takes account its complex sample design. The main contribution of this study is the...

The empirical evidence related to the public-private wage gap in Brazil indicates that workers from the Brazilian public sector earn, on average, higher wages than the private sector ones. This paper surveys three literatures related to this topic. First, it surveys the main studies related to...

The empirical evidence related to the public-private wage gap in Brazil indicates that workers from the Brazilian public sector earn, on average, higher wages than the private sector ones. This paper surveys three literatures related to this topic. First, it surveys the main studies related to...

This study investigates the wage gap between the public and private sectors in Brazil. The analysis is carried out with 2009 microdata from the Pesquisa Nacional por Amostra de Domicílios (PNAD) and it takes account its complex sample design. The main contribution of this study is the...