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Centre for Marketing Analytics

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  1. 2021
  2. Published

    Robust compound Poisson parameter estimation for inventory control

    Prak, D., Teunter, R., Babai, M. Z., Boylan, J. E. & Syntetos, A., 31/10/2021, In: Omega. 104, 16 p., 102481.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Stochastic coherency in forecast reconciliation

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/10/2021, In: International Journal of Production Economics. 240, 14 p., 108221.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. E-pub ahead of print

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

    Li, X., de Groot, M. & Bäck, T., 17/10/2021, (E-pub ahead of print) In: Decision Sciences.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Lifecycle Forecast for Consumer Technology Products with Limited Sales Data

    Li, X., Yin, Y., Manrique, D. V. & Bäck, T., 30/09/2021, In: International Journal of Production Economics. 239, 10 p., 108206.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    When to Allocate Capacity for Upward Line Extensions Under Competition and Consumer Taste Uncertainty?

    Li, X., Zuidwijk, R., de Koster, MBM. & Sethi, S., 28/08/2021, SSRN Working Paper.

    Research output: Working paper

  8. Published

    Intermittent Demand Forecasting: Context, Methods and Applications

    Boylan, J. & Syntetos, A. A., 30/06/2021, Oxford: Wiley. 400 p.

    Research output: Book/Report/Proceedings › Book

  9. Published

    Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

    Yolcu, U., Egrioglu, E., Bas, E., Yolcu, O. C. & Dalar, A. Z., 30/06/2021, In: Journal of Experimental and Theoretical Artificial Intelligence. 33, 3, p. 383-404 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Statistical algorithms, judgment and forecasting software systems

    Fildes, R., 7/05/2021, Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning . Gilliland, M., Tashman, L. & Sglavo, U. (eds.). Wiley, p. 361-364 24 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  11. Published

    Detecting outlying demand in multi-leg bookings for transportation networks

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 9/04/2021, In: arXiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  12. Published

    Stability in the inefficient use of forecasting systems: a case study in a supply-chain company

    Fildes, R. & Goodwin, P., 1/04/2021, In: International Journal of Forecasting. 37, 2, p. 1031-1046 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Editorial

    Boylan, J., Kunc, M. H., Salhi, S. & Zhang, Z. G., 31/01/2021, In: Journal of the Operational Research Society. 72, 1, p. 1-3 3 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  14. Published

    Elucidate structure in intermittent demand series

    Kourentzes, N. & Athanasopoulos, G., 1/01/2021, In: European Journal of Operational Research. 288, 1, p. 141-152 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Retail sales forecasting with meta-learning

    Ma, S. & Fildes, R., 1/01/2021, In: European Journal of Operational Research. 288, 1, p. 111-128 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Detecting demand outliers in transport systems

    Rennie, N., 2021, Lancaster University. 272 p.

    Research output: Thesis › Doctoral Thesis

  17. 2020
  18. Published

    Metric learning for simulation analytics

    Laidler, G., Morgan, L., Nelson, B. & Pavlidis, N., 18/12/2020, Proceedings of the 2020 Winter Simulation Conference. IEEE, p. 349-360 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    Automatic robust estimation for exponential smoothing: Perspectives from statistics and machine learning

    Barrow, D., Kourentzes, N., Sandberg, R. & Niklewski, J., 1/12/2020, In: Expert Systems with Applications. 160, 14 p., 113637.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Survey: What’s new in forecasting software?

    Fildes, R., Schaer, O., Svetunkov, I. & Yusupova, A., 4/08/2020, In: Operations Research Management Science Today. 47, 4

    Research output: Contribution to Journal/Magazine › Journal article

  21. Published

    Electrical Waste - challenges and opportunities: An Independent study on Waste Electrical and Electronic Equipment (WEEE) flows in the UK

    Sayers, M., Silva, C., Schaer, O., Stowell, A., Yumashev, D., Downes, S., Grantham, L., Laundon, C. & McCoach, H., 16/07/2020

    Research output: Book/Report/Proceedings › Commissioned report

  22. Published

    Forecasting third-party mobile payments with implications for customer flow prediction

    Ma, S. & Fildes, R., 1/07/2020, In: International Journal of Forecasting. 36, 3, p. 739-760 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Optimising forecasting models for inventory planning

    Kourentzes, N., Trapero, J. R. & Barrow, D., 1/07/2020, In: International Journal of Production Economics. 225, 9 p., 107597.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Interpretable brain age prediction using linear latent variable models of functional connectivity

    Monti, R. P., Gibberd, A., Roy, S., Nunes, M., Lorenz, R., Leech, R., Ogawa, T., Kawanabe, M. & Hyvärinen, A., 10/06/2020, In: PLoS ONE. 15, 6, 25 p., e0232296.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    The impact of demand parameter uncertainty on the bullwhip effect

    Pastore, E., Alfieri, A., Zotteri, G. & Boylan, J. E., 16/05/2020, In: European Journal of Operational Research. 283, 1, p. 94-107 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Spillover effects of investment in big data analytics in B2B relationships: What is the role of human capital?

    Sena, V. & Ozdemir, S., 1/04/2020, In: Industrial Marketing Management. 86, p. 77-89 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. E-pub ahead of print

    Consistent multiple changepoint estimation with fused Gaussian graphical models

    Gibberd, A. & Roy, S., 17/03/2020, (E-pub ahead of print) In: Annals of the Institute of Statistical Mathematics. 27 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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