English

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

Probability 2019-01-04 v1 Applications

Abstract

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.

Keywords

Cite

@article{arxiv.1901.00795,
  title  = {Modelling Italian mortality rates with a geometric-type fractional Ornstein-Uhlenbeck process},
  author = {Francisco Delgado-Vences and Arelly Ornelas},
  journal= {arXiv preprint arXiv:1901.00795},
  year   = {2019}
}

Comments

19 pages, 6 figures