Personal profile
Research interests
My research considers the analysis of environmental and financial data. I am also interested in the development of methodology in extreme value analysis, spatial statistics and nonparametric regression. Past projects include the analysis of property insurance claims and flood risk analysis.
Education/Academic qualification
Statistics and Operational Research, Doctor of Philosophy, Lancaster University
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Embedding mathematical foundations in single molecule data analysis
Dodson, C. (PI), Rohrbeck, C. (PI) & Walker, B. (PI)
1/11/24 → 31/07/25
Project: Research-related funding
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MOPED: A moving sum method for change point detection in pairwise extremal dependence
McGonigle, E. T., Pawley, M., Richards, J. & Rohrbeck, C., 16 Mar 2026, (E-pub ahead of print) In: Extremes.Research output: Contribution to journal › Article › peer-review
Open Access -
A joint estimation approach for monotonic regression functions in general dimensions
Rohrbeck, C. & Costain, D., Jun 2025, In: Scandinavian Journal of Statistics. 52, 2, p. 903-923 21 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Editorial: EVA (2023) Conference Data Challenge
Rohrbeck, C., Simpson, E. & Tawn, J., 31 Mar 2025, In: Extremes. 28, 1, p. 1-21 21 p.Research output: Contribution to journal › Editorial › peer-review
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Some benefits of standardisation for conditional extremes
Rohrbeck, C. & Tawn, J. A., 31 Jan 2024, In: Stat. 13, 1, e647.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Downloads (Pure) -
Bayesian non-parametric ordinal regression under a monotonicity constraint
Saarela, O., Rohrbeck, C. & Arjas, E., 31 Mar 2023, In: Bayesian Analysis. 18, 1, p. 193-221 29 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (SciVal)
Datasets
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Dataset for EVA 2023 Data Challenge
Rohrbeck, C. (Creator), Simpson, E. (Creator) & Tawn, J. (Creator), University of Bath, 29 Mar 2025
DOI: 10.15125/BATH-01399
Dataset
Activities
- 3 Conference presentation / attendance
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Extreme Value Analysis (EVA) Conference 2025
Rohrbeck, C. (Speaker)
24 Jun 2025Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance
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EXtremes and Rare Events in Climate and related applications
Rohrbeck, C. (Speaker)
18 Jun 2025Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance
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Contemporary Advances in Statistics of Extremes
Rohrbeck, C. (Speaker)
1 Jul 2025Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance