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Over the last three decades, the world economy has been facing stock market crashes, currency crisis, the dot-com and … real estate bubble burst, credit crunch and banking panics. As a response, extreme value theory (EVT) provides a set of … reliable results, but remains difficult to interpret in the real world. This paper proposes a quantile regression to transform …
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bulk distribution components. This implies that the combination of a stochastic econometric model with extreme value theory …
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apply extreme value theory (EVT) distributions to predict extreme losses of five South African (SA) financial times stock …
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Using daily observations of the index and stock market returns for the Peruvian case from January 3, 1990 to May 31, 2013, this paper models the distribution of daily loss probability, estimates maximum quantiles and tail probabilities of this distribution, and models the extremes through a...
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