An approximate fractional Gaussian noise model with $\mathcal{O}(n)$ computational cost

Sigrunn H. Sørbye, Eirik Myrvoll-Nilsen, Håvard Rue

Fractional Gaussian noise (fGn) is a stationary time series model with long memory properties applied in various fields like econometrics, hydrology and climatology. The computatio…