Dynamic factor and double PCA models for partially observed survival curves: Forecasting demand in short-term rental markets

Marthe Elisabeth Aastveit, Alex Lenkoski, Thordis Thorarinsdottir

This paper develops prediction models for population-level survival curves observed over time and sampled from a heterogeneous mix of populations. We consider a discrete-time setti…