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Centre for Marketing Analytics

  1. Doctoral Thesis
  2. Unpublished
  3. Master's Thesis
  4. Published
  5. Unpublished
  6. Journal article
  7. E-pub ahead of print

    Stochastic Neighbourhood Components Analysis

    Laidler, G., Morgan, L., Pavlidis, N. & Nelson, B., 5/05/2025, (E-pub ahead of print) In: INFORMS journal on Data Science.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. E-pub ahead of print

    Simulation Shapelets: Comparing characteristics of time-dynamic trajectories

    Laidler, G., Nelson, B. & Pavlidis, N., 18/03/2025, (E-pub ahead of print) In: Journal of Simulation. 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Forecasting seasonal demand for retail: A Fourier time-varying grey model

    Ye, L., Xie, N., Boylan, J. E. & Shang, Z., 31/12/2024, In: International Journal of Forecasting. 40, 4, p. 1467-1485 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Forecast value added in demand planning

    Fildes, R., Goodwin, P. & De Baets, S., 12/2024, In: International Journal of Forecasting.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  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

    Outlier detection in network revenue management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 1/06/2024, In: OR Spectrum. 46, 2, p. 445-511 67 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    Customer Analytics and New Product Performance: The Role of Contingencies

    Ozdemir, S., Wang, Y., Gupta, S., Sena, V., Zhang, S. & Zhang, M., 30/04/2024, In: Technological Forecasting and Social Change. 201, 123225.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    The extra value of online investor sentiment measures on forecasting stock return volatility: A large-scale longitudinal evaluation based on Chinese stock market

    Lin, P., Ma, S. & Fildes, R., 15/03/2024, In: Expert Systems with Applications. 238, B, 121927.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. 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

  17. Published

    Dynamic linear models with adaptive discounting

    Yusupova, A., Pavlidis, N. & Pavlidis, E., 31/10/2023, In: International Journal of Forecasting. 39, 4, p. 1925-1944 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Using forecasting to evaluate the impact of COVID-19 on passenger air transport demand

    Li, X., de Groot, M. & Bäck, T., 31/08/2023, In: Decision Sciences. 54, 4, p. 394-409 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. 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

  20. Published

    Shrinkage Estimator for Exponential Smoothing Models

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/07/2023, In: International Journal of Forecasting. 39, 3, p. 1351-1365 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  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. E-pub ahead of print

    Probabilistic forecasting of hourly emergency department arrivals

    Rostami-Tabar, B., Browell, J. & Svetunkov, I., 1/05/2023, (E-pub ahead of print) In: Health Systems. 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    The periodic review model with independent age‐dependent lifetimes

    Clarkson, J., Voelkel, M. A., Sachs, A. & Thonemann, U. W., 31/03/2023, In: Production and Operations Management. 32, 3, p. 813-828 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Analysing and visualising bike-sharing demand with outliers

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 6/03/2023, In: Discover Data. 1, 1, 26 p., 1.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. 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

  26. 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

  27. Published

    Predictive competitive intelligence with pre‐release online search traffic

    Schaer, O., Kourentzes, N. & Fildes, R., 31/10/2022, In: Production and Operations Management. 31, 10, p. 3823-3839 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Estimating the cumulative distribution function of lead-time demand using bootstrapping with and without replacement

    Boylan, J. E. & Babai, M. Z., 31/10/2022, In: International Journal of Production Economics. 252, 13 p., 108586.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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