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Research

Professor Rebecca Killick

Professor of Statistics

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  1. 2024
  2. Forthcoming

    Detection of spatiotemporal changepoints – a generalised additive model approach

    Killick, R., 22/07/2024, (Accepted/In press) In: Statistics and Computing.

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

  3. 2023
  4. Published

    Delay in loop ileostomy reversal surgery does not impact upon post-operative clinical outcomes. Complications are associated with an increased loss of microflora in the defunctioned intestine

    Beamish, E. L., Johnson, J., Shih, B., Killick, R., Dondelinger, F., McGoran, C., Brewster-Craig, C., Davies, A., Bhowmick, A. & Rigby, R. J., 31/12/2023, In: Gut Microbes. 15, 1, 2199659.

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

  5. Published

    Good Practices and Common Pitfalls in Climate Time Series Changepoint Techniques: A Review

    Lund, R., Beaulieu, C., Killick, R., Lu, Q. & Shi, X., 31/12/2023, In: Journal of Climate. 36, 23, p. 8041-8057 17 p.

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

  6. E-pub ahead of print

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/08/2023, (E-pub ahead of print) In: Journal of Glaciology. 12 p.

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

  7. Published

    Identifying irregular activity sequences: an application to passive household monitoring

    Gillam, J., Killick, R., Taylor, S., Heal, J. & Norwood, B., 30/06/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 3, p. 519-543 25 p.

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

  8. 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/Magazine › Journal article › peer-review

  9. Published

    Micro-Macro Changepoint Inference for Periodic Data Sequences

    Ushakova, A., Taylor, S. & Killick, R., 31/05/2023, In: Journal of Computational and Graphical Statistics. 32, 2, p. 684-695 12 p.

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

  10. E-pub ahead of print

    Detecting changes in covariance via random matrix theory

    Ryan, S. & Killick, R., 10/04/2023, (E-pub ahead of print) In: Technometrics. p. 1-12 12 p.

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

  11. Published

    Automatic Locally Stationary Time Series Forecasting with application to predicting U.K. Gross Value Added Time Series under sudden shocks caused by the COVID pandemic

    Killick, R., Knight, M. I., Nason, G. P., Nunes, M. A. & Eckley, I. A., 14/03/2023.

    Research output: Working paper › Preprint

  12. Published

    Detecting changes in mixed-sampling rate data sequences

    Lowther, A., Killick, R. & Eckley, I., 28/02/2023, In: Environmetrics. 34, 1, 15 p., e2762.

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

  13. 2022
  14. Published

    <i>Data Science in Science:</i> Special Issue on Data Science in Modern Finance

    Getmansky Sherman, M., Tsay, R. S., Chen, R., Pelger, M., Basu, S., Kowal, D. R., Killick, R., Mankad, S., Wilms, I., Safikhani, A., McBride, L. & Matteson, D. S., 31/12/2022, In: Data Science in Science. 1, 1, p. 3-4 2 p.

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

  15. Published

    Autocovariance Estimation in the Presence of Changepoints

    Gallagher, C., Killick, R., Lund, R. & Shi, X., 31/12/2022, In: Journal of the Korean Statistical Society. 51, 4, p. 1021-1040 20 p.

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

  16. Published

    There is no dose–response relationship between the amount of exercise and improvement in HbA1c in interventions over 12 weeks in patients with type 2 diabetes: a meta-analysis and meta-regression

    Wrench, E., Rattley, K., Lambert, J. E., Killick, R., Hayes, L. D., Lauder, R. M. & Gaffney, C. J., 30/11/2022, In: Acta Diabetologica. 59, 11, p. 1399-1415 17 p.

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

  17. Published

    Trend Locally Stationary Wavelet Processes

    McGonigle, E., Killick, R. & Nunes, M., 30/11/2022, In: Journal of Time Series Analysis. 43, 6, p. 895-917 23 p.

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

  18. Published

    There is no dose-response relationship between the amount of exercise and improvement in HbA1c in interventions over 12 weeks in patients with type II diabetes: a meta-analysis and meta-regression

    Wrench, E., Rattley, K., Lambert, J. E., Killick, R., Hayes, L. D., Lauder, R. M. & Gaffney, C. J., 1/11/2022, In: Acta Diabetologica. 59, p. 1399-1415

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

  19. Published

    Modeling and forecasting of at home activity in older adults using passive sensor technology

    Gillam, J., Killick, R., Heal, J. & Norwood, B., 31/10/2022, In: Statistics in Medicine. 41, 23, p. 4629-4646 18 p.

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

  20. Published

    Postoperative Enteral versus Parenteral Nutrition in Pancreaticoduodenectomy: Effect on Long-Term Survival

    Habib, Z., Ahmed, A., Lambert, J., Killick, R. & Subar, D., 31/10/2022, In: HPB. 24, p. S356 1 p.

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

  21. Forthcoming

    Identifying Changes In Activity Sequences: An Application To Passive Household Monitoring

    Gillam, J., Killick, R., Taylor, S., Heal, J. & Norwood, B., 10/10/2022, (Accepted/In press) In: Journal of the Royal Statistical Society: Series C (Applied Statistics).

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

  22. Published

    Changepoint Detection: An Analysis of the Central England Temperature Series

    Shi, X., Beaulieu, C., Killick, R. & Lund, R., 1/10/2022, In: Journal of Climate. 35, 19, p. 2729-2742 14 p.

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

  23. Published

    Graphical Influence Diagnostics for Changepoint Models

    Wilms, I., Killick, R. & Matteson, D. S., 3/07/2022, In: Journal of Computational and Graphical Statistics. 31, 3, p. 753-765 13 p.

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

  24. Published

    A Comparison of Single and Multiple Changepoint Techniques for Time Series Data

    Shi, X., Gallagher, C., Lund, R. & Killick, R., 30/06/2022, In: Computational Statistics and Data Analysis. 170, 19 p., 107433.

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

  25. Published

    The evolving role of weather types on rainfall chemistry under large reductions in pollutant emissions

    Tso, C.-H., Monteith, D., Scott, T., Watson, H., Dodd, B., Pereira, M. G., Henrys, P., Hollaway, M., Rennie, S., Lowther, A., Watkins, J., Killick, R. & Blair, G., 15/04/2022, In: Environmental Pollution. 299, 11 p., 118905.

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

  26. Published

    Modelling Time-Varying First and Second-Order Structure of Time Series via Wavelets and Differencing

    McGonigle, E., Killick, R. & Nunes, M., 2022, In: Electronic Journal of Statistics. 16, 2

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

  27. 2021
  28. Published

    Is there seasonal variation in gallstone related admissions in England?

    Taib, A., Killick, R., Hussain, K., Patel, H. & Obeidallah, M. R., 30/11/2021, In: HPB. 23, 11, p. 1732-1743 12 p.

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

  29. Published

    Infants Oscillatory Frequencies change during Free-Play for Social vs Non-social Interactions

    Smith, E., Elliott, D., Killick, R., Crawford, T., Kidby, S. & Reid, V., 31/08/2021, In: Infant Behavior and Development. 64, 14 p., 101612.

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

  30. Published

    Assessing Daily Patterns using Home Activity Sensors and Within Period Changepoint Detection

    Taylor, S., Killick, R., Burr, J. & Rogerson, L., 30/06/2021, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 70, 3, p. 579-595 17 p.

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

  31. Published

    Evaluating the ability of numerical models to capture important shifts in environmental time series: A fuzzy change point approach

    Hollaway, M. J., Henrys, P. A., Killick, R., Leeson, A. & Watkins, J., 31/05/2021, In: Environmental Modelling and Software. 139, 10 p., 104993.

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

  32. Published

    Detecting changes in mean in the presence of time-varying autocovariance

    McGonigle, E., Killick, R. & Nunes, M., 15/01/2021, In: Stat. 10, 1, 14 p., e351.

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

  33. 2020
  34. Published

    An assessment of practitioners approaches to forecasting in the presence of changepoints

    Chapman, J.-L. & Killick, R., 1/12/2020, In: Quality and Reliability Engineering International. 36, 8, p. 2676-2687 12 p.

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

  35. Published

    The Local Partial Autocorrelation Function and some Applications

    Killick, R. C., Knight, M., Nason, G. P. & Eckley, I. A., 10/09/2020, In: Electronic Journal of Statistics. 14, 2, p. 3268-3314 47 p.

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

  36. Published

    High-Dimensional Changepoint Detection via a Geometrically Inspired Mapping

    Grundy, T., Killick, R. & Mihaylov, G., 1/07/2020, In: Statistics and Computing. 30, p. 1155–1166 12 p.

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

  37. Published

    A Comparison of post-saccadic oscillations in European-Born and China-Born British University Undergraduates

    Mardanbegi, D., Wilcockson, T., Killick, R. C., Xia, B., Gellersen, H.-W. G., Sawyer, P. & Crawford, T. J., 25/02/2020, In: PLoS ONE. 15, 2, 14 p., e0229177.

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

  38. Published

    A nonparametric approach to detecting changes in variance in locally stationary time series

    Chapman, J.-L., Eckley, I. & Killick, R., 1/02/2020, In: Environmetrics. 31, 1, 12 p., e2576.

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

  39. Published

    Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum

    Beaulieu, C., Killick, R. C., Ireland, D. & Norwood, B., 1/02/2020, In: Environmetrics. 31, 1, 14 p., e2568.

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

  40. 2019
  41. Published

    The Effects of Previous Error and Success in Alzheimer’s Disease and Mild Cognitive Impairment

    Crawford, T., Taylor, S., Mardanbegi, D., Polden, M., Wilcockson, T., Killick, R., Sawyer, P., Gellersen, H. & Leroi, I., 27/12/2019, In: Scientific Reports. 9, 1, 10 p., 20204.

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

  42. Published

    A Bayesian binary algorithm for root mean squared-based acoustic signal segmentation

    Hubert, P., Killick, R., Chung, A. & Padovese, L., 27/09/2019, In: Journal of the Acoustical Society of America. 146, 9 p., 1799.

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

  43. Published

    Abnormalities of saccadic eye movements in dementia due to Alzheimer's disease and mild cognitive impairment

    Wilcockson, T., Mardanbegi, D., Xia, B., Taylor, S., Sawyer, P., Gellersen, H., Leroi, I., Killick, R. & Crawford, T., 15/08/2019, In: Aging. 11, 15, p. 5389-5398 10 p.

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

  44. Published

    Measuring vision using innate behaviours in mice with intact and impaired retina function

    Storchi, R., Rodgers, J., Gracey, M., Martial, F. P., Wynne, J., Ryan, S., Twining, C. J., Cootes, T. F., Killick, R. & Lucas, R. J., 17/07/2019, In: Scientific Reports. 9, 25 p., 10396.

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

  45. Published

    Strategy Selection versus Flexibility: Using Eye-trackers to Investigate Strategy Use during Mental Rotation

    Nazareth, A., Killick, R. C., Dick, A. S. & Pruden, S. M., 1/02/2019, In: Journal of Experimental Psychology: Learning, Memory, and Cognition. 45, 2, p. 232-245 14 p.

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

  46. 2018
  47. Published

    Ice front change of marine-terminating outlet glaciers in northwest and southeast Greenland during the 21st Century

    Bunce, C., Carr, J. R., Nienow, P., Ross, N. & Killick, R. C., 08/2018, In: Journal of Glaciology. 64, 246, p. 523-535 13 p.

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

  48. Published

    Long memory and changepoint models: a spectral classification procedure

    Norwood, B. & Killick, R. C., 31/03/2018, In: Statistics and Computing. 28, 2, p. 291-302 12 p.

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

  49. Published

    Effect of aging on post-saccadic oscillations

    Mardanbegi, D., Killick, R. C., Wilcockson, T., Xia, B., Gellersen, H.-W. G., Sawyer, P. H. & Crawford, T. J., 02/2018, In: Vision Research. 143, p. 1-8 8 p.

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

  50. Published

    Distinguishing trends and shifts from memory in climate data

    Beaulieu, C. & Killick, R. C., 2018, In: Journal of Climate. 31, 23, p. 9519-9543 25 p.

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

  51. 2017
  52. Published

    Virtual machine warmup blows hot and cold

    Barrett, E., Bolz-Tereick, C. F., Killick, R., Mount, S. & Tratt, L., 1/10/2017, In: Proceedings of the ACM on Programming Languages . 1, OOPSLA, 27 p., 52.

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

  53. Published

    Exceptional retreat of Novaya Zemlya's marine-terminating outlet glaciers between 2000 and 2013

    Carr, J. R., Bell, H., Killick, R. C. & Holt, T., 8/09/2017, In: Cryosphere. 11, 5, p. 2149-2174 26 p.

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

  54. Published

    Regional climate of the Larsen B embayment 1980-2014

    Leeson, A. A., van Wessem, M., Ligtenberg, S., Shepherd, A., van den broeke, M., Killick, R. C., Skvarca, P., Marinsek, S. & Colwell, S., 08/2017, In: Journal of Glaciology. 63, 240, p. 683-690 8 p.

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

  55. Published

    Discussion of “Should we sample a time series more frequently? Decision support via multirate spectrum estimation” by Nason, Powell, Elliott and Smith

    Killick, R. C. & Norwood, B., 02/2017, In: Journal of the Royal Statistical Society: Series A Statistics in Society. 180, 2, p. 394-395 2 p.

    Research output: Contribution to Journal/Magazine › Journal article

  56. 2015
  57. Published

    The uncertainty of storm season changes: quantifying the uncertainty of autocovariance changepoints

    Nam, C., Aston, J., Eckley, I. & Killick, R., 13/07/2015, In: Technometrics. 57, 2, p. 194-206 13 p.

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

  58. 2014
  59. Published

    Just browsing? understanding user journeys in online TV

    Elkhatib, Y., Killick, R., Mu, M. & Race, N., 11/2014, MM '14 Proceedings of the ACM International Conference on Multimedia. New York: ACM, p. 965-968 4 p.

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

  60. Published

    Distributional change of monthly precipitation due to climate change: comprehensive examination of dataset in southeastern United States

    Wang, H., Killick, R. & Fu, X., 30/09/2014, In: Hydrological Processes. 28, 20, p. 5212-5219 8 p.

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

  61. Published

    Discussion of “Multiscale change point inference” by K. Frick, A. Munk and H. Sieling.

    Killick, R. C., 06/2014, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 76, 3, p. 557-557 1 p.

    Research output: Contribution to Journal/Magazine › Journal article

  62. Published

    changepoint: an R package for changepoint analysis

    Killick, R. & Eckley, I., 2014, In: Journal of Statistical Software. 58, 3, p. 1-19 19 p.

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

  63. 2013
  64. Published

    A wavelet-based approach for detecting changes in second order structure within nonstationary time series

    Killick, R., Eckley, I. & Jonathan, P., 2013, In: Electronic Journal of Statistics. 7, p. 1167-1183 17 p.

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

  65. 2012
  66. Unpublished

    Novel methods for changepoint problems

    Killick, R., 2012, (Unpublished) Lancaster: Lancaster University.

    Research output: Thesis › Doctoral Thesis

  67. Published

    Optimal detection of changepoints with a linear computational cost

    Killick, R., Fearnhead, P. & Eckley, I., 2012, In: Journal of the American Statistical Association. 107, 500, p. 1590-1598 9 p.

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

  68. 2011
  69. Published

    Analysis of changepoint models.

    Eckley, I. A., Fearnhead, P. & Killick, R., 08/2011, Bayesian time-series models. Barber, D., Cemgil, A. T. & Chiappa, S. (eds.). Cambridge: Cambridge University Press, p. 203-224

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

  70. Published

    Efficient detection of multiple changepoints within an oceanographic time series

    Killick, R., Eckley, I. & Jonathan, P., 2011, Proceedings of the 58th Session of ISI. ISI, 6 p.

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

  71. 2010
  72. Published

    Detection of changes in the characteristics of oceanographic time-series using changepoint analysis.

    Killick, R., Eckley, I. A., Jonathan, P. & Ewans, K., 09/2010, In: Ocean Engineering. 37, 13, p. 1120-1126 7 p.

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

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