Data-Driven Models
Data-Driven Models
Empirical forecasting models · Sources
Primary papers, model variants, source notes, and review signals behind the Forecast ensemble page.
Reference material used for orientation; read primary and academic sources first when claims conflict.
[S1] Reference
Bates, Granger (1969) --- foundational paper on forecast combination, established the basic variance-reduction principle
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[S2] Reference
Granger, Ramanathan (1984) --- regression-based combination weights with and without constraints
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[S3] Reference
Stock, Watson (2004) --- documented time variation in relative forecast performance, motivating adaptive combination
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[S4] Reference
Timmermann (2006) --- comprehensive survey of forecast combination methods and the combination puzzle
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[S5] Reference
Hall, Mitchell (2007) --- optimal combination of density forecasts using the logarithmic scoring rule
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