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Data Aggregation and Information Loss

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References

1979Distribution of the Estimators for Autoregressive Time Series with a Unit Root23,183 cited
2010Investigating Causal Relations by Econometric Models and Cross-Spectral Methods4,760 cited
1996Numerical distribution functions for unit root and cointegration tests3,119 cited
1999Numerical distribution functions of likelihood ratio tests for cointegration2,028 cited
2005Premium Private Labels, Supply Contracts, Market Segmentation, and Spot Prices29 cited

Cited by

2006Forecasting demand from heterogeneous customers63 cited
1995Double-hurdle Model with Bivariate Normal Errors: An Application to U.S. Rice Demand63 cited
1999Household Food Demand Analysis in India61 cited
2008Forecasting item-level demands: an analytical evaluation of top-down versus bottom-up forecasting in a production-planning framework53 cited
2006A model for selecting the appropriate level of aggregation in forecasting processes46 cited
2017Integrated hierarchical forecasting44 cited
2018Supply chain decision support systems based on a novel hierarchical forecasting approach40 cited
2023Selection of a viable blockchain service provider for data management within the internet of medical things: An MCDM approach to Indian healthcare39 cited
2023A novel multi-phase hierarchical forecasting approach with machine learning in supply chain management

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37 cited

2019Assessing the Performance of Hierarchical Forecasting Methods on the Retail Sector36 cited

2014Longitudinal Analysis of Inhibitors of Manufacturer Delivery Performance18 cited

2011The Impact of Aggregation Level on Lumpy Demand Management13 cited

2020Random-forest-based real-time contrasts control chart using adaptive breakpoints with symbolic aggregate approximation9 cited