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Predicting Daily Probability Distributions Of S&P500 Returns

Weigend, Andreas S. et al.
NYU Faculty Digital Archive · Papers
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forecastingtime-series-analysis
Most approaches in forecasting merely try to predict the next value of the time series. In contrast, this paper presents a framework to predict the full probability distribution. It is expressed as a mixture model: the dynamics of the individual states is modeled with so-called "experts" (potenti
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