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This book introduces the novel artificial intelligence technique of polymodels and applies it to the prediction of stock returns. The idea of polymodels is to describe a system by its sensitivities to an environment, and to monitor it, imitating what a natural brain does spontaneously. In practice this involves running a collection of non-linear univariate models. This very powerful standalone technique has several advantages over traditional multivariate regressions. With its easy to interpret results, this method provides an ideal preliminary step towards the traditional neural network...

Financial regulation has dramatically evolved and strengthened since the crisis on both sides of the Atlantic, with enhanced international coordination through the G-20 and the Financial Stability Board and, at the regional level, a definite contribution from the European Union. However the new regulatory environment has its critics, with many divergent voices arguing that over-regulation has become a root cause of our current economic stagnation. This book provides a bigger picture view of the impact and future of financial regulation in the EU, exploring the relationship between...