Functional regression with randomized signatures: An application to age-specific mortality rates

Zhong Jing Yap, Dharini Pathmanathan, Sophie Dabo-Niang

We propose a novel extension of the Hyndman-Ullah (HU) model to forecast mortality rates by integrating randomized signatures, referred to as the HU model with randomized signature…