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Centre for Marketing Analytics

  1. Published

    Multiplicative State-Space Models for Intermittent Time Series

    Svetunkov, I. & Boylan, J. E., 7/11/2017, Lancaster: Lancaster University Management School, 43 p.

    Research output: Working paper

  2. Published

    Old dog, new tricks: a modelling view of simple moving averages

    Svetunkov, I. & Petropoulos, F., 2018, In: International Journal of Production Research. 56, 18, p. 6034-6047 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Complex Exponential Smoothing for Seasonal Time Series

    Svetunkov, I. & Kourentzes, N., 01/2018, Lancaster: Department of Management Science, Lancaster University, p. 1-20, 20 p.

    Research output: Working paper

  4. Published

    State-space ARIMA for supply-chain forecasting

    Svetunkov, I. & Boylan, J. E., 1/02/2020, In: International Journal of Production Research. 58, 3, p. 818-827 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 31/05/2024, In: Computational Statistics. 39, 3, p. 1203-1239 37 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    A New Taxonomy for Vector Exponential Smoothing and Its Application to Seasonal Time Series

    Svetunkov, I., Chen, H. & Boylan, J. E., 1/02/2023, In: European Journal of Operational Research. 304, 3, p. 964-980 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Complex exponential smoothing

    Svetunkov, I., Kourentzes, N. & Ord, J. K., 31/12/2022, In: Naval Research Logistics. 69, 8, p. 1108-1123 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    iETS: State space model for intermittent demand forecasting

    Svetunkov, I. & Boylan, J. E., 30/11/2023, In: International Journal of Production Economics. 265, 109013.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM)

    Svetunkov, I., 17/11/2023, Chapman and Hall. 490 p.

    Research output: Book/Report/ProceedingsMonograph

  10. Published

    Cross-Learning with Short Seasonal Time Series

    Svetunkov, I., Boylan, J. E. & Chen, H., 1/08/2023, In: Foresight Magazine. 70, Q3

    Research output: Contribution to Journal/MagazineJournal article

  11. Published

    Staying Positive: Challenges and Solutions in Using Pure Multiplicative ETS Models

    Svetunkov, I. & Boylan, J. E., 31/07/2024, In: IMA Journal of Management Mathematics. 35, 3, p. 403-425 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Complex-Valued Econometrics with Examples in R: Modelling, Regression and Applications

    Svetunkov, S. & Svetunkov, I., 26/07/2024, Cham: Springer. 154 p. (Contributions to Economics; vol. Part F3226)

    Research output: Book/Report/ProceedingsMonograph

  13. Published

    Nonparametric time series summary statistics for high-frequency actigraphy data from individuals with advanced dementia

    Suibkitwanchai, K., Sykulski, A. M., Algorta, G. P., Waller, D. & Walshe, C., 25/09/2020, In: PLoS ONE. 15, 9, e0239368.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    On the interaction between forecasting and stock control: the case of non-stationary demand

    Strijbosch, L. W. G., Syntetos, A. A., Boylan, J. & Janssen, E., 1/09/2011, In: International Journal of Production Economics. 133, 1, p. 470-480 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    The state of macroeconomic forecasting

    Stekler, H. & Fildes, R. A., 1999, Lancaster University: The Department of Economics, (Economics Working Paper Series).

    Research output: Working paper

  16. Published

    The impact of forecasting on the bullwhip effect

    Stamatopoulos, I., Teunter, R. H. & Fildes, R. A., 2006, Lancaster University: The Department of Management Science, (Management Science Working Paper Series).

    Research output: Working paper

  17. Published

    Evolutionary neural classification for the evaluation of retail stores and decision support

    Stahlbock, R. & Crone, S., 2005, Proceedings of the IEEE International Joint Conference on Neural Networks, IJCNN'05, (Montreal, Canada) - 2005 IEEE: New York, Vol. 3, pp.1499-1504. N/A: unknown, p. 1499-1504 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  18. Published

    Evolutionary neural classification approaches for strategic and operational decision support in retail store planning

    Stahlbock, R., Lessmann, S. & Crone, S., 2005, Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA. Athens: CSREA Press, Vol. 1. p. 60-66 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  19. Published

    Data mining and information systems - Quo Vadis?

    Stahlbock, R., Lessmann, S. & Crone, S., 2009, In: Annals of Information Systems. 8, XIII, p. 1-18 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Proceedings of the 2010 International Conference on Data Mining

    Stahlbock, R. (Editor), Crone, S. (Editor), Abou-Nasr, M. (Editor), Arabnia, H. R. (Editor), Kourentzes, N. (Editor), Lenca, P. (Editor), Lippe, W.-M. (Editor) & Weiss, G. M. (Editor), 2010, CSREA Press.

    Research output: Book/Report/ProceedingsProceedings

  21. Published

    Use of contextual and model-based information in adjusting promotional forecasts

    Sroginis, A., Fildes, R. & Kourentzes, N., 16/06/2023, In: European Journal of Operational Research. 307, 3, p. 1177-1191 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Improving the performance of popular supply chain forecasting techniques

    Spithourakis, G., Petropoulos, F., Babai, M., Nikolopoulos, K. & Assimakopoulos, V., 2011, In: Supply Chain Forum: An International Journal. 12, 4, p. 16-25 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    A systemic view of the ADIDA framework

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 2014, In: IMA Journal of Management Mathematics. 25, 2, p. 125-137 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Amplifying the learning effect via a forecasting and foresight support system

    Spithourakis, G., Petropoulos, F., Nikolopoulos, K. & Assimakopoulos, V., 01/2015, In: International Journal of Forecasting. 31, 1, p. 20-32 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption

    Spiliotis, E., Petropoulos, F., Kourentzes, N. & Assimakopoulos, V., 1/03/2020, In: Applied Energy. 261, 12 p., 114339.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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