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Replication Data for: Exponential Smoothing Forecasts: Taming the Bullwhip Effect when Demand is Seasonal.

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DataCite Commons2025-03-25 更新2025-04-16 收录
下载链接:
https://rdr.kuleuven.be/citation?persistentId=doi:10.48804/3GLGJ3
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资源简介:
This dataset comprises of all the simulated time-series used in the paper: Exponential Smoothing Forecasts: Taming the Bullwhip Effect when Demand is Seasonal. The data is as follows. 14 different csv files are presented. Each file contains 20 time-series, of 6000 periods each, that are generated using the same parameters. As described in the paper, the structure of the time-series in each of the files varies in the following parameters: * The underlying distribution (a normally distributed i.i.d process, or an ARIMA (0,1,1) process). * The seasonality of the time-series (no seasonality, seasonality of periodicity 49, 50, or 51). * For the normally distributed, seasonal demands, the strength of the seasonality (weak, medium, strong seasonality).
提供机构:
KU Leuven RDR
创建时间:
2022-02-18
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