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Centre for Marketing Analytics

  1. Journal article
  2. E-pub ahead of print

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

    Svetunkov, I. & Boylan, J. E., 15/12/2023, (E-pub ahead of print) In: IMA Journal of Management Mathematics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 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

  4. 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

  5. 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

  6. 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

  7. E-pub ahead of print

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 24/06/2023, (E-pub ahead of print) In: Computational Statistics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 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

  9. 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

  10. Published

    The periodic review model with independent age‐dependent lifetimes

    Clarkson, J., Voelkel, M. A., Sachs, AL. & 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

  11. E-pub ahead of print

    Outlier detection in network revenue management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 23/03/2023, (E-pub ahead of print) In: OR Spectrum.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. Published

    Post-script - Retail forecasting: Research and Practice

    Fildes, R., Kolassa, S. & Ma, S., 31/10/2022, In: International Journal of Forecasting. 38, 4, p. 1319-1324 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    The performance of the global bottom-up approach in the M5 accuracy competition: a robustness check

    Ma, S. & Fildes, R., 31/10/2022, In: International Journal of Forecasting. 38, 4, p. 1492-1499 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Wavelet Spectra for Multivariate Point Processes

    Cohen, E. & Gibberd, A., 30/09/2022, In: Biometrika. 109, 3, p. 837–851 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    The practicality of Malaysia dengue outbreak forecasting model as an early warning system

    Ismail, S., Fildes, R., Ahmad, R., Wan Mohamad Ali, W. N. & Omar, T., 30/09/2022, In: Infectious Disease Modelling. 7, 3, p. 510-525 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Approximations for the Lead Time Variance: a Forecasting and Inventory Evaluation

    Saoud, P., Kourentzes, N. & Boylan, J. E., 31/07/2022, In: Omega. 110, 12 p., 102614.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Newsvendor problems: An integrated method for estimation and optimisation

    Liu, C., Letchford, A. & Svetunkov, I., 16/07/2022, In: European Journal of Operational Research. 300, 2, p. 590-601 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Forecasting: theory and practice

    Petropoulos, F., Apiletti, D., Assimakopoulos, V., Babai, M. Z., Barrow, D. K., Ben Taieb, S., Bergmeir, C., Bessa, R. J., Bijak, J., Boylan, J. E., Browell, J., Carnevale, C., Castle, J. L., Cirillo, P., Clements, M. P., Cordeiro, C., Cyrino Oliveira, F. L., De Baets, S., Dokumentov, A., Ellison, J., & 60 othersFiszeder, P., Franses, P. H., Frazier, D. T., Gilliland, M., Gönül, M. S., Goodwin, P., Grossi, L., Grushka-Cockayne, Y., Guidolin, M., Guidolin, M., Gunter, U., Guo, X., Guseo, R., Harvey, N., Hendry, D. F., Hollyman, R., Januschowski, T., Jeon, J., Jose, V. R. R., Kang, Y., Koehler, A. B., Kolassa, S., Kourentzes, N., Leva, S., Li, F., Litsiou, K., Makridakis, S., Martin, G. M., Martinez, A. B., Meeran, S., Modis, T., Nikolopoulos, K., Önkal, D., Paccagnini, A., Panagiotelis, A., Panapakidis, I., Pavía, J. M., Pedio, M., Pedregal, D. J., Pinson, P., Ramos, P., Rapach, D. E., Reade, J. J., Rostami-Tabar, B., Rubaszek, M., Sermpinis, G., Shang, H. L., Spiliotis, E., Syntetos, A. A., Talagala, P. D., Talagala, T. S., Tashman, L., Thomakos, D., Thorarinsdottir, T., Todini, E., Trapero Arenas, J. R., Wang, X., Winkler, R. L., Yusupova, A. & Ziel, F., 1/07/2022, In: International Journal of Forecasting. 38, 3, p. 705-871 167 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Weighted Sparse Simplex Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning

    Peng, H. & Pavlidis, N., 31/05/2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 958–986 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Empirical newsvendor biases: Are target service levels achieved effectively and efficiently?

    Sachs, A-L., Becker-Peth, M., Minner, S. & Thonemann, U. W., 30/04/2022, In: Production and Operations Management. 31, 4, p. 1839-1855 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 30/04/2022, In: Computational Economics. 59, 4, p. 1355-1383 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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