Publications

Publications

Google Scholar profile: https://scholar.google.com/citations?user=bSZARdAAAAAJ&hl=en

Submitted

Martinez-Hernandez, I., Killick, R. (2022) Changepoint Estimation for Daily Home Activity Data Using a Continuous Approach Submitted.

Grundy, T., Killick, R., Svetunkov (2022) Identifying sequential changes in mean and variance within more complex model structures Submitted.

Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A., Leslie, D. (2021) Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data Submitted.

Svetunkov, I., Kourentzes, N., Killick, R. (2019) Multi-step Estimators and Shrinkage Effect in Time Series Models Submitted

Published

Gillam, J., Killick, R., Taylor, S.A., Heal, J., Norwood, B. (2023+) Identifying Irregular Activity Sequences : an Application to Passive Household Monitoring Royal Statistical Society: Series C.

Ryan, S. and Killick, R. (2023+) Detecting changes in the covariance structure of high dimensional data using random matrix theory Technometrics.

Lowther, A.P., Killick, R., Eckley, I.A. (2023+) Detecting changes in mixed-sampling rate data sequences Environmetrics. Journal (open)

Gallagher, C., Killick, R., Lund, R., Shi, X. (2022+) Autocovariance Estimation in the Presence of Changepoints Journal of the Korean Statistics Society Journal ArXiV

Ushakova, A., Taylor, S.A., Killick, R. (2022+) Multi-level Changepoint Inference for Periodic Data Sequences Journal of Computational and Graphical Statistics Journal (open)

McGonigle, E., Killick, R., Nunes, M.A. (2022) Modelling Time-Varying First and Second-Order Structure of Time Series via Wavelets and Differencing Electronic Journal of Statistics 16(2)4398-4448 Journal (open)

Shi, X., Beaulieu, C., Killick, R., Lund, R. (2022) Changepoint Detection: An Analysis of the Central England Temperature Series Journal of Climate. 35(19)2729-2742 Journal (open) ArXiV

Wrench, E., Rattley, K., Lambert, J.E., Killick, R., Hayes, L.D., Lauder, R.M., Gaffney, C.J. (2022) There is no dose-response relationship between the amount of exercise and improvements in HbA1c in interventions over 12 weeks in patients with type II diabetes: a meta-analysis and meta-regression. Acta Diabetologica 59 1399-1415 Journal (open)

McGonigle, E., Killick, R., Nunes, M.A. (2022) Trend locally stationary wavelet processes Journal of Time Series Analysis 43(6)895-917Journal (open)

Tso, CHM., Hollaway, M., Henrys, P., Killick, R., Watkins, J., Blair, G. (2022) Advancing reproducible research by publishing R markdown notebooks as interactive sandboxes using the "learnr" package R Journal 14(1)255-263 Journal (open)

Gillam, J., Killick, R., Heal, J., Norwood, B. (2022) Modelling and Forecasting of at Home Activity in Older Adults using Passive Sensor Technology Statistics in Medicine. 41(23)4629-4646 Journal(open)

Wilms, I., Killick, R., Matteson, D. (2022) Graphical Influence Diagnostics for Changepoint Models Journal of Computational and Graphical Statistics 31(3)753-765Journal (open)

Shi, X., Gallagher, C., Lund, R., Killick, R. (2022) A Comparison of Single and Multiple Changepoint Techniques for Time Series Data Computational Statistics & Data Analaysis 170:107433 Journal ArXiV

Tso, CHM., 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. (2022) The evolving role of weather types on rainfall chemistry under large reductions in pollutant emissions Environmental Pollution 299:118905Journal (open)

Taib, A., Killick, R., Hussain, K., Obeidallah, R., BRIDGES (2021) Is there seasonal variation in gallstone related admissions in England? HPB 23(11):1732--1743Journal

Smith, E.S., Elliott, D., Killick, R., Crawford, T.J., Kidby, S., Reid, V.M. (2021) Infants Oscillatory Frequencies change during Free-Play. Infant Behavior and Development 64:101612 Journal

Taylor, S.A.C., Killick, R., Burr, J., Rogerson, L. (2021) Changepoint Detection within Periodic Binary Time Series Journal of the Royal Statistical Society: Series C 70(3):579-595 Journal (open)

Hollaway, M.J., Henrys, P.A., Killick, R., Leeson, A., Watkins, J. (2021) Evaluating the ability of numerical models to capture important shifts in environmental time series: A Fuzzy change point approach Environmental Modelling & Software 139:104993 Journal (open)

McGonigle, E., Killick, R., Nunes, M.A. (2021) Detecting changes in mean in the presence of time-varying autocovariance Stat 10:e351 Journal(open)

Chapman, J.-L., Killick, R. (2020) An assessment of practitioners approaches to forecasting in the presence of changepoints. ENBIS Special Issue Quality and Reliability Engineering International 36(8):2676-2687 Journal (open)

Killick, R., Knight, M., Nason, G.P., Eckley, I.A. (2020) The Local Partial Autocorrelation Function and Some Applications Electronic Journal of Statistics 14(2):3268-3314 Journal (open) ArXiV (with proofs)

Mardanbegi, D., Wilcockson, T.D.W., Killick, R., Xia, B., Gellersen, H., Sawyer, P., Crawford, T.J. (2020) A comparison of post-saccadic oscillations in European-Born and China-Born British University Undergraduates Plos One 15(2):e0229177 Journal (open)

Grundy, T., Killick, R., Mihaylov, G. (2020) High-Dimensional Changepoint Detection via a Geometrically Inspired Mapping Statistics & Computing 30:1155-1166 Journal (open)

Chapman, J-L., Eckley, I.A., Killick, R. (2020) A nonparametric approach to detecting changes in variance in locally stationary time series Environmetrics 31:e2576 Journal (open)

Beaulieu, C., Killick, R., Ireland, D., Norwood, B. (2020) Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum Environmetrics 31:e2568 Journal (open)

Crawford, T., Taylor, S., Mardanbegi, D., Polden, M., Wilcockson, T., Killick, R., Sawyer, P., Gellersen, H., Leroi, I. (2019) The Effects of Previous Error and Success in Alzheimer’s Disease and Mild Cognitive Impairment Scientific Reports 9:20204 Journal

Hubert, P., Killick, R., Chung, A., Padovese, L. (2019) A Bayesian binary algorithm for RMS-based acoustic signal segmentation Journal of the Acoustical Society of America 146(3):1799-1807 Journal

Wilcockson, T. D., Mardanbegi, D., Xia, B., Taylor, S., Sawyer, P., Gellersen, H. W., Leroi, I., Killick, R., Crawford, T. J. (2019) Abnormalities of saccadic eye movements in dementia due to Alzheimer's disease and mild cognitive impairment Aging 11:5389-5398 Journal

Storchi, R., Rodgers, J., Gracey, M., Martial, F.P., Wynne, J., Ryan, S., Twining, C.G., Cootes, T.F., Killick, R., Lucas, R.J. (2019) Measuring vision using innate behaviours in mice with intact and impaired retina function Scientific Reports 9:10396 Journal

Nazareth, A.R., Killick, R., Dick, A.S., Pruden, S.M. (2019) Strategy selection versus flexibility: Using eye-trackers to investigate strategy use during mental rotation. Journal of Experimental Psychology: Learning, Memory and Cognition 45(2) 232-245 Journal

Beaulieu, C. and Killick, R. (2018) Distinguishing trends and shifts from memory in climate data. Journal of Climate 31 9519-9543 Journal

Bunce, C., Carr, J.R., Nienow, P., Ross, P., Killick, R. (2018) Ice front change of merine-terminating outlet glaciers in northwest and southeast Greenland during the 21st Century. Journal of Glaciology 64(246) 523-535 Journal

Mardanbegi, D., Killick, R., Wilcockson, T., Xia, B., Gellersen, H-W.G., Sawyer, P.H., Crawford, T.J. (2018) Effect of aging on post-saccadic oscillations Vision Research 143 1-8 Journal

Norwood, B., Killick, R. (2018) Long Memory and Changepoint Models: A Spectral Classification Procedure. Statistics and Computing 28(2) 291-302 Journal (open)

Barrett, E., Bolz-Tereick, C.F., Killick, R., Mount, S., and Tratt, L. (2017) Virtual Machine Warmup Blows Hot and Cold.Proceedings of the 2017 ACM International Conference on Programming Languages, Systems, Languages and Applications Preprint Journal

Leeson, A.A., Shepherd, A., Ligtenberg, S., van Wessem, M., van den Broeke, M., Killick, R., Skvarca, P., Marinsek, S., Colwell, S. (2017) Regional Climate of the Larsen B embayment 1980-2014. Journal of Glaciology 63(240) 683-690 Journal (open)

Carr, J.R., Bell, H., Killick, R., and Holt, T. (2017) Exceptional retreat of Novaya Zemlya’s marine-terminating outlet glaciers between 2000 and 2013. The Cryosphere 11(5) 2149-2174 Journal (open)

Nam, C., Aston, J.A.D, Eckley, I.A. and Killick, R. (2015) The uncertainty of storm season changes: Quantifying the uncertainty of autocovariance changepoints.Technometrics 57(2) 194-206.Journal Preprint

Elkhatib, Y., Killick, R., Mu, M. and Race, N. (2014) Just browsing?: understanding user journeys in online TV. Proceedings of the ACM International Conference on Multimedia 965-968. Journal (open)

Wang, H., Killick, R. and Fu, X. (2014) Distributional change of monthly precipitation due to climate change: comprehensive examination of dataset in southeastern United States. Hydrological Processes 28(20) 5212-5219. Journal

Killick, R., Eckley, I.A. (2014) changepoint: An R package for changepoint analysis. Journal of Statistical Software 58(3) 1-19. Journal (open)

Killick, R., Eckley, I.A., Jonathan, P. (2013) A wavelet-based approach for detecting changes in second order structure within nonstationary time series. Electronic Journal of Statistics 7 1167-1183. Journal (open)

Killick, R., Fearnhead, P., Eckley, I.A. (2012) Optimal detection of changepoints with a linear computational cost. Journal of the American Statistical Association 107(500) 1590-1598. Journal Preprint Supplementary Material (PDF)

Killick, R., Eckley, I.A., Jonathan, P. (2011) Efficient Detection Of Multiple Changepoints Within An Oceanographic Time Series Proceedings of the 58th Session of ISI PDF

Eckley, I.A., Fearnhead, P. and Killick, R. (2011) Analysis of changepoint models. Chapter 10 in Bayesian Time Series Models, eds. D. Barber, A.T. Cemgil and S. Chiappa, Cambridge University Press Preprint

Killick, R., Eckley, I.A., Ewans, K., Jonathan, P. (2010) Detection of changes in variance of oceanographic time-series using changepoint analysis. Ocean Engineering 37 (13), 1120-1126. Journal Preprint