Since their introduction Kernel Methods have proven their superior performance in many different application areas. Recently these algorithms have also been employed for different tasks in the area of finance. In this contribution we present an introduction to the methodology and give an...

This paper studies the effects of social insurance policies on the level and distribution of welfare and resources in a general equilibrium model of a closed economy with a continuum of agents and moral hazard. In order to simulate the welfare-state tradeoff between efficiency and equality, I...

The empirical literature studying the effects of fiscal policy shocks using VAR models differs among two important dimensions: the identification scheme and the VAR specification. Not surprisingly the results obtained are often diverse. The aim of this paper is to test whether differences in the...

Economic fluctuations are much stronger in developing countries than in the United States. Yet, while a large literature debates what constitutes a reasonable estimate of the welfare cost of business cycles in the US, it remains an open question how large that cost is in developing countries....

This paper develops a theoretical model to explore the relationship between openness to trade and long-term income inequality. Empirical evidence on the issue is mixed, though greater inequality is often cited as a possible cost of trade liberalization. To quantify the effect of liberalization...

In this paper we consider the quadratic optimal control problem with regime shifts and forward-looking agents. This extends the results of Zampolli (2003) who considered models without forward-looking expectations. Two algorithms are presented: The first algorithm computes the solution of a...

We modelize the value of a financial asset as a superposition of n possible prices the asset may have. The superposition depends on weights each decision maker allots to each of the n prices influencing the value. Those n weights are complex numbers and the summation (over n weights) of the...