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Data Analysis Using a Coupled System of Ornstein–Uhlenbeck Equations Driven by Lévy Processes
2022
Axioms
In this work, we have analyzed data sets from various fields using a coupled Ornstein–Uhlenbeck (OU) system of equations driven by Lévy processes. The Ornstein–Uhlenbeck model is well known for its ability to capture stochastic behaviors when used as a predictive model. There's empirical evidence showing that there exist dependencies or correlations between events; thus, we may be able to model them together. Here we show such correlation between data from finance, geophysics and health as well
doi:10.3390/axioms11040160
fatcat:dp4lvshbpvfjzj3ormzfpb4u7u