Aggregate Versus Subaggregate Models in Local Area Forecasting
By D. M. Dunn, W. H. Williams, T. L. DeChaine. 1976
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Fotios Petropoulos
- Rob J Hyndman
- Nikolaos Kourentzes
- Konstantinos Nikolopoulos
- Evangelos Spiliotis
- Spyros Makridakis
- Vassilios Assimakopoulos
- Christoph Bergmeir
Citations in the corpus
- Optimal combination forecasts for hierarchical time series (2011, background): “Keywords: bottom-up forecasting, combining forecasts, GLS regression, hierarchical forecasting, reconciling forecasts, top-down forecasting.”
- Hierarchical forecasts for Australian domestic tourism (2009, methodology): “Arguably the most commonly applied method to hierarchical forecasting is the bottom-up approach (see for example Theil, 1954; Orcutt et al., 1968; Shlifer and Wolff, 1979; Dunn et al., 1976; Dangerfield and Morris, 1992; Zellner and Tobias, 2000).”
- Forecasting: theory and practice (2020, background): “up to obtain forecasts for all other series at the hierarchy (Dunn et al., 1976).”
- Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization (2018, unknown): “This is known as “bottom-up” (BU) forecasting (see Orcutt, Watt, and Edwards 1968; Dunn, Williams, and Dechaine 1976; Shlifer and Wolff 1979, among others).”