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

Aastveit, Marthe Elisabeth et al.
arXiv (All) · Papers
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applicationsmethodology
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 setting where each curve is only partially observed and forecasts of the remaining trajectory are needed for downstream decis
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