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arxiv: 1901.00795 · v1 · pith:OXTAZP2Anew · submitted 2019-01-03 · 🧮 math.PR · stat.AP

Modelling Italian mortality rates with a geometric-type fractional Ornstein-Uhlenbeck process

classification 🧮 math.PR stat.AP
keywords modelfractionalmortalityratesbrownianitalianmotionornstein-uhlenbeck
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We propose to model mortality hazard rates for human population using the exponential of the solution of a stochastic differential equation (SDE). The noise in the SDE is a fractional Brownian motion. We will use the well-known fractional Ornstein-Uhlenbeck process. Using the Hurst parameter we showed that mortality rates exhibit long-term memory. The proposed model is a generalization of the model introduced by [6], where they used an SDE driven with a Brownian motion. We tested our model with the Italian population between the years 1950 to 2004.

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