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Changepoints and Time Series

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  1. Chapter (peer-reviewed)
  2. Published

    Asymptotics of ABC

    Fearnhead, P., 2018, Handbook of Approximate Bayesian Computation . Sisson, S., Fan, Y. & Beaumont, M. (eds.). CRC Press, p. 269-288 20 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  3. Chapter
  4. Published

    M-Estimation in GARCH Models in the Absence of Higher-Order Moments

    Hallin, M., Liu, H. & Mukherjee, K., 1/06/2023, Research papers in Statistical Inference for Time Series and Related Models: Essays in Honor of Masanobu Taniguchi. 1 ed. Singapore: Springer, p. 195-219 25 p.

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

  5. Conference contribution/Paper
  6. Published

    Localizing Failure Root Causes in a Microservice through Causality Inference

    Meng, Y., Zhang, S., Sun, Y., Zhang, R., Hu, Z., Zhang, Y., Jia, C., Wang, Z. & Pei, D., 6/10/2020, 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS). IEEE, p. 1-10 10 p.

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

  7. Published

    CoFlux: Robustly Correlating KPIs by Fluctuations for Service Troubleshooting

    Su, Y., Zhao, Y., Xia, W., Liu, R., Bu, J., Zhu, J., Cao, Y., Li, H., Niu, C., Zhang, Y., Wang, Z. & Pei, D., 16/04/2020, 2019 IEEE/ACM 27th International Symposium on Quality of Service (IWQoS). IEEE

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

  8. Published

    Solving Large Maximum Clique Problems on a Quantum Annealer

    Pelofske, E., Hahn, G. & Djidjev, H., 1/01/2019, Quantum Technology and Optimization Problems - 1st International Workshop, QTOP 2019, Proceedings. Feld, S. & Linnhoff-Popien, C. (eds.). Springer-Verlag, p. 123-135 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11413 LNCS).

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

  9. Published

    Finding Maximum Cliques on a Quantum Annealer

    Chapuis, G., Djidjev, H., Hahn, G. & Rizk, G., 15/05/2017, CF'17 Proceedings of the Computing Frontiers Conference. New York: Association for Computing Machinery, Inc, p. 63-70 8 p.

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

  10. Published

    Reducing Binary Quadratic Forms for More Scalable Quantum Annealing

    Hahn, G., Djidjev, H. & Djidjev, H. N., 2017, Rebooting Computing (ICRC), 2017 IEEE International Conference on. IEEE, p. 138-145 8 p.

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

  11. Conference paper
  12. Forthcoming

    Anomaly Detection in SIGMA data

    Ward, K., McGarry, L. & Pyke, C., 9/10/2023, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

  13. Published

    Large-Scale Stochastic Sampling from the Probability Simplex

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 3/12/2018, p. 6722-6732 . 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  14. Speech
  15. Published

    Poisson-FOCuS on SIGMA data

    Ward, K., McGarry, L. & Pyke, C., 9/10/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

  16. Software
  17. Published

    cpop: Detection of Multiple Changes in Slope in Univariate Time-Series

    Grose, D. & Fearnhead, P., 23/08/2022

    Research output: Exhibits, objects and web-based outputs › Software

  18. Published

    crops: Changepoints for a Range of Penalties (CROPS)

    Grose, D. & Fearnhead, P., 4/11/2021

    Research output: Exhibits, objects and web-based outputs › Software

  19. Published

    CatReg: Solution Paths for Linear and Logistic Regression Models with SCOPE Penalty

    Benjamin Stokell, Rajen Shah & Grose, D., 14/03/2020

    Research output: Exhibits, objects and web-based outputs › Software

  20. Published

    RobKF: Innovative and/or Additive Outlier Robust Kalman Filtering

    Fisch, A., Grose, D., Eckley, I., Fearnhead, P. & Bardwell, L., 2020

    Research output: Exhibits, objects and web-based outputs › Software

  21. Published

    changepoint.mv: Changepoint Analysis for Multivariate Time Series

    Grose, D., Fearnhead, P., Eckley, I. & Bardwell, L., 29/11/2018

    Research output: Exhibits, objects and web-based outputs › Software

  22. Published

    anomaly: An R package for detecting anomalies in data.

    Fisch, A., Grose, D., Eckley, I. & Fearnhead, P., 21/09/2018

    Research output: Exhibits, objects and web-based outputs › Software

  23. Doctoral Thesis
  24. Published

    Statistical Modelling and Inference for Ocean Trajectory Data

    O'Malley, M., 2022, Lancaster University. 246 p.

    Research output: Thesis › Doctoral Thesis

  25. Unpublished

    Identifying change in human behaviour utilising static sensors

    Gillam, J., 2022, (Unpublished) Lancaster University. 175 p.

    Research output: Thesis › Doctoral Thesis

  26. Unpublished

    On Aspects of Changepoint Analysis Motivated by Industrial Applications

    Grundy, T., 2022, (Unpublished) Lancaster University.

    Research output: Thesis › Doctoral Thesis

  27. Published

    Spectral Time Series Analysis of Ocean Wave Buoy Measurements

    Grainger, J., 2022, Lancaster University. 274 p.

    Research output: Thesis › Doctoral Thesis

  28. Published

    Statistical Estimation of Flow Components and Diffusivity from Ocean Drifter Velocity Observations

    Oscroft, S., 2022, Lancaster University. 301 p.

    Research output: Thesis › Doctoral Thesis

  29. Published

    Modelling and Estimation of Time Series with Long Memory

    Suibkitwanchai, K., 2022, Lancaster University. 234 p.

    Research output: Thesis › Doctoral Thesis

  30. Published

    Automatic Generalised Seizure Detection in Clinical Electroencephalography Records

    Elliott, D., 2021, Lancaster University. 324 p.

    Research output: Thesis › Doctoral Thesis

  31. Published

    Detecting demand outliers in transport systems

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

    Research output: Thesis › Doctoral Thesis

  32. Published

    Robust Estimation for GARCH Models and VARMA Models

    Liu, H., 2021, Lancaster University. 209 p.

    Research output: Thesis › Doctoral Thesis

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