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MODELING CAUSAL FACTORS WITH SEASONAL PATTTERNS IN A CAUSAL PRODUCT DEMAND FORECASTING SYSTEM
MODELING CAUSAL FACTORS WITH SEASONAL PATTTERNS IN A CAUSAL PRODUCT DEMAND FORECASTING SYSTEM
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机译：在因果产品需求预测系统中使用季节模式建模因果因子
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摘要
A method and system for forecasting product demand using a causal methodology, based on multiple regression techniques. In order to better predict product demand changes associated with causal variables having seasonal patterns, such as temperature, the method and system include a technique for removing the seasonal variation of causal variables, i.e., to de-seasonalize the causal factors. The de-seasonalized causal variables are utilized within the causal methodology to generate product demand forecasts.
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