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Online Conditional Vine Copulas: Forecasting Electricity Demand

Schulz, Christian Jobelius et al.
arXiv (All) · Papers
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applicationseconometricsmethodology
We propose an online multivariate distributional forecasting model in which we condition the parameters of a vine copula on covariates. An online algorithm updates the parameters sequentially using only the most recent observations. Existing approaches require full batch re-estimation using all avai
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