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but also of dynamic correlations, is the concept of a regularized return, obtained from a volatility proxy in conjunction …
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but also of dynamic correlations, is the concept of a regularized return, obtained from a volatility proxy in conjunction …
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Recent advances in natural language processing have contributed to the development of market sentiment measures through text content analysis in news providers and social media. The effectiveness of these sentiment variables depends on the implemented techniques and the type of source on which...
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returns with time-varying volatility and model stock market crashes. Utilizing high frequency data, we estimate the daily … realized volatility from the returns in the first step and use stochastic cusp catastrophe on data normalized by the estimated … volatility in the second step to study possible discontinuities in markets. We support our methodology by simulations where we …
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