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Source extraction and dimensionality reduction are important in analyzing high dimensional and complex financial time series that are neither Gaussian distributed nor stationary. Independent component analysis (ICA) method can be used to factorize the data into a linear combination of...
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In this paper we provide a review of copula theory with applications to finance. We illustrate the idea on the …
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