International Journal of Production Research · 1988 · 61 citations · 7 references
BusinessDecision SciencesStrategyDecision AnalysisDemand ForecastingForecastingAggregate Demand ForecastingForecast EvaluationForecasting MethodsStrategic ForecastingAggregate Forecasting
Abstract Some controversy exists about the advocacy of top-down versus bottom-up forecasting strategies. Top-down forecasting refers to the process of forecasting the demand for the aggregate of items in a class and then inferring individual demands according to a percentage of the total; bottom-up refers to separately forecasting the requirements for each individual item. This paper outlines the relative advantages of each strategy and indicates the situations in which each should be preferred.
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Averages of Forecasts: Some Empirical Results
Spyros Makridakis, Robert L. Winkler · Management Science · 1983 · 626 citations
Business, Data Science, Forecasting +15
Is Aggregation Necessarily Bad?
Yehuda Grunfeld, Zvi Griliches · The Review of Economics and Statistics · 1960 · 434 citations
Linear Aggregation of Economic Relations.
Maurice Peston, Henri Theil · Economica · 1956 · 350 citations