Optimal combination forecasts for hierarchical time series
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- Hyndman, Rob J. & Ahmed, Roman A. & Athanasopoulos, George & Shang, Han Lin, 2011. "Optimal combination forecasts for hierarchical time series," Computational Statistics & Data Analysis, Elsevier, vol. 55(9), pages 2579-2589, September.
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More about this item
KeywordsBottom-up forecasting; combining forecasts; GLS regression; hierarchical forecasting; Moore-Penrose inverse; reconciling forecasts; top-down forecasting.;
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
NEP fieldsThis paper has been announced in the following NEP Reports:
- NEP-ALL-2007-08-08 (All new papers)
- NEP-ECM-2007-08-08 (Econometrics)
- NEP-ETS-2007-08-08 (Econometric Time Series)
- NEP-FOR-2007-08-08 (Forecasting)
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