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

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Dataset information

Country of origin
Updated
2022.05.02 15:22
Created
2022.02.22
Available languages
English
Keywords
Stochastic time series
Quality scoring

Dataset description

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).
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