This paper presents a counter-factual model identifying Average Treatment Effects (ATEs) by Conditional Mean Independence when externality (or neighbourhood) effects are incorporated within the traditional potential outcome model. As such, it tries to generalize the usual approach, widely used...

This paper provides a new perspective to evaluate the economic role played by banks in non-performing loans (NPLs) accumulation. We estimate a benchmark NPL levels on the judicial inefficiency dimension, controlling for country- and bank-specific factors. To this end, first, we empirically...

This paper presents an original econometric model for estimating a dose-response function through a regression approach when: (i) treatment is continuous, (ii) individuals may react heterogeneously to observable confounders, and (iii) selection-into-treatment may be potentially endogenous. After...

The relationship between decentralization and the quality of governments is one of the core issues of decentralization studies. This paper aims to make two contributions to this research. Firstly, we conduct an empirical analysis at the local level, covering 174 regions across the European...

This paper characterizes the out-of-equilibrium dynamics of a symmetric, pure exchange economy with two goods and N agents with uniformly distributed preferences and identical endowments. Relaxing the auctioneer assumption, but maintaining a global price rule, sequentially random pairwise...

This working paper uses machine learning to identify Cleantech companies in the Orbis database, based on self-declared business descriptions. Identifying Cleantech companies is challenging, as there is no universally accepted definition of what constitutes Cleantech. This novel approach allows...