Professor Claire Miller

  • Professor (Statistics)

telephone: 01413305023
email: Claire.Miller@glasgow.ac.uk

Statistics, School of Mathematics and Statistics, Room 338, The Mathematics and Statistics building, University Place, G12 8SQ

Import to contacts

ORCID iDhttps://orcid.org/0000-0002-1857-4454

Research interests

My research focusses on developing spatiotemporal statistical and data analytics methodology to address questions motivated by real world problems (typically related to the environment, and usually proposed by external multidisciplinary academic, public sector or industrial collaborators).  I am specifically interested in smoothing, functional data analysis, multivariate methods, data fusion and design of monitoring networks. Current projects include: GALLANT (specifically Data and Data Analytics for planning sustainable solutions), data fusion approaches for water quality and soil moisture applications, spatiotemporal modelling and design of groundwater monitoring networks, and river water quality modelling.

Research groups

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007
Number of items: 66.

2025

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Maranzano, Paolo (2025) Warped multifidelity Gaussian processes for data fusion of skewed environmental data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 74(3), pp. 844-865. (doi: 10.1093/jrsssc/qlaf003)

Wilkie, C. et al. (2025) Landscape-scale responses of freshwater biodiversity to connectivity and stressors. Global Ecology and Biogeography, (Accepted for Publication)

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2025) Investigating River Water Quality Using Network Distance Based Spatiotemporal Flexible Regression. In: 52nd Scientific Meeting of the Italian Statistical Society, Bari, Italy, 17-20 Jun 2024, pp. 501-506. ISBN 9783031643491 (doi: 10.1007/978-3-031-64350-7_84)

Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2025) Improving national water quality monitoring and network design through statistical methods. In: Aston, Philip J. (ed.) More UK Success Stories in Industrial Mathematics. Series: Mathematics in Industry (42). Springer Cham. ISBN 9783031486821 (In Press)

2024

Meis, M. et al. (2024) Catalysing virtual collaboration: The experience of the remote TIES working groups. Environmetrics, 35(6), e2855. (doi: 10.1002/env.2855)

Cao Pinna, Luigi ORCID logoORCID: https://orcid.org/0000-0002-1152-258X, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2024) Latent Dirichlet Allocation and Hidden Markov Models to Identify Public Perception of Sustainability in Social Media Data. In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024, pp. 14-20. ISBN 9783031657221 (doi: 10.1007/978-3-031-65723-8_3)

Zou, Zhaoyuan, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Lee, Duncan ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 and Wilkie, Craig (2024) A Computationally Efficient Spatio-Temporal Fusion Model for Reflectance Data. In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024, pp. 81-87. ISBN 9783031657221 (doi: 10.1007/978-3-031-65723-8_13)

Shreves, Kypher Varin, Saraiva, Marcia, Ruba, Tahmina, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E. Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, McLaggan, Debbie and van West, Pieter (2024) Specific phylotypes of Saprolegnia parasitica associated with Atlantic salmon freshwater aquaculture. Journal of Fungi, 10(1), 57. (doi: 10.3390/jof10010057)

2023

Sekhar Sen, I. et al. (2023) Geochemical evolution of dissolved trace elements in space and time in the Ramganga River, India. Environmental Monitoring and Assessment, 195(10), 1150. (doi: 10.1007/s10661-023-11665-0) (PMID:37668950) (PMCID:37668950)

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 (2023) A Multifidelity Framework for Wind Speed Data. In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, ISBN 9783947323425

Radvanyi, Peter, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Alexander, Craig ORCID logoORCID: https://orcid.org/0000-0001-6734-747X, Low, Marnie ORCID logoORCID: https://orcid.org/0000-0002-5686-4997, Jones, Wayne R. and Rock, Luc (2023) Computationally Efficient Ranking of Groundwater Monitoring Locations. In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, pp. 332-338. ISBN 9783947323425

2022

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2022) Time-varying functional principal components for non-stationary EpCO2 in freshwater systems. Journal of Agricultural, Biological, and Environmental Statistics, 27(3), pp. 506-522. (doi: 10.1007/s13253-022-00494-2)

Gong, M. et al. (2022) Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data. Spatial Statistics, 50, 100615. (doi: 10.1016/j.spasta.2022.100615)

Belmont Osuna, Jafet ORCID logoORCID: https://orcid.org/0000-0002-6879-4412, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Wilkie, Craig (2022) A new statistical approach for identifying rare species under imperfect detection. Diversity and Distributions, 28(5), pp. 882-893. (doi: 10.1111/ddi.13495)

2021

Gong, Mengyi, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2021) State space functional principal component analysis to identify spatiotemporal patterns in remote sensing lake water quality. Stochastic Environmental Research and Risk Assessment, 35(12), pp. 2521-2536. (doi: 10.1007/s00477-021-02017-w)

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2021) Bayesian Spatiotemporal Statistical Modelling of Water Quality within Rivers. EGU General Assembly 2021, 19-30 Apr 2021. (doi: 10.5194/egusphere-egu21-10843)

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Sinha, Rajiv and Bowes, Mike (2021) Statistical Downscaling for the Fusion of In-river, Drone and Satellite Water Quality Data in a River Network. 8th Channel Network Conference, 07-09 April 2021.

McElarney, Yvonne, Rippey, Brian, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Allen, Michelle and Unwin, Antony (2021) The long-term response of lake nutrient and chlorophyll concentrations to changes in nutrient loading in Ireland's largest lake, Lough Neagh. Biology and Environment: Proceedings of the Royal Irish Academy, 121B(1), pp. 47-60. (doi: 10.3318/bioe.2021.04)

2020

Romano, Elvira, Diana, Andrew, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2020) Optimally weighted L2 distances for spatially dependent functional data. Spatial Statistics, 39, 100468. (doi: 10.1016/j.spasta.2020.100468)

Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2020) Developing Statistical Downscaling to Improve Water Quality Understanding and Management in the Ramganga Sub-Basin. JSM 2020, 02-06 Aug 2020.

Currie, Michael, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Hills, Alan (2020) Sensitivity Analysis Approaches to Investigate Uncertainty in Process-based Models, with Application to Aquaculture. In: 35th International Workshop on Statistical Modelling 2020, Bilbao, Basque Country, Spain, 20-24 July 2020, pp. 301-304. ISBN 9788413192673

Wilkie, Craig, Belmont, Jafet, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, August, Tom and Taylor, Phil (2020) Hierarchical Species Distribution Modelling Across High Dimensional Nested Spatial Scales. In: 35th International Workshop on Statistical Modelling, Bilbao, Spain, 20-24 Jul 2020, pp. 450-453. ISBN 9788413192673

Maberly, S. C. et al. (2020) Global lake thermal regions shift under climate change. Nature Communications, 11, 1232. (doi: 10.1038/s41467-020-15108-z) (PMID:32144247) (PMCID:PMC7060244)

2019

Richardson, Jessica, Feuchtmayr, Heidrun, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Hunter, Peter, Maberly, Stephen C. and Carvalho, Laurence (2019) The response of cyanobacteria and phytoplankton abundance to warming, extreme rainfall events and nutrient enrichment. Global Change Biology, 25, pp. 3365-3380. (doi: 10.1111/gcb.14701) (PMID:31095834) (PMCID:PMC6852574)

Wilkie, C.J., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, O'Donnell, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Hunter, P.D., Spyrakos, E. and Tyler, A.N. (2019) Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support. Environmetrics, 30(3), e2549. (doi: 10.1002/env.2549)

2018

Richardson, J. et al. (2018) Effects of multiple stressors on cyanobacteria abundance varies with lake type. Global Change Biology, 24(11), pp. 5044-5055. (doi: 10.1111/gcb.14396) (PMID:30005138)

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Waldron, Susan ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 (2018) Functional Principal Component Analysis for Non-stationary Dynamic Time Series. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 84-89.

Gong, Mengyi, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2018) Spatio-temporal Modelling of Remote-sensing Lake Surface Water Temperature Data. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 106-111.

Wilkie, Craig, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Simis, Stefan, Groom, Steve, Hunter, Peter, Spyrakos, Evangelos and Tyler, Andrew (2018) Spatiotemporal Statistical Downscaling for the Fusion of In-lake and Remote Sensing Data. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 207-212.

Spyrakos, E. et al. (2018) Optical types of inland and coastal waters. Limnology and Oceanography, 63(2), pp. 846-870. (doi: 10.1002/lno.10674)

2017

Gallacher, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Willows, R., Pope, L. and Douglass, J. (2017) Flow-directed PCA for monitoring networks. Environmetrics, 28(2), e2434. (doi: 10.1002/env.2434) (PMID:28344443) (PMCID:PMC5347935)

2016

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Waldron, Susan ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 and Franco-Villoria, Maria (2016) Challenges in modeling detailed and complex environmental data sets: a case study modeling the excess partial pressure of fluvial CO2. Evironmental and Ecological Statistics, 23(1), pp. 65-87. (doi: 10.1007/s10651-015-0329-4)

2015

Ponomarev, Dmitry, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Govan, Lindsay ORCID logoORCID: https://orcid.org/0000-0002-6447-9618, Haig, Caroline ORCID logoORCID: https://orcid.org/0000-0002-2857-0246, Wu, Olivia ORCID logoORCID: https://orcid.org/0000-0002-0570-6016 and Langhorne, Peter ORCID logoORCID: https://orcid.org/0000-0001-8185-2659 (2015) Complications following incident stroke resulting in readmissions: an analysis of data from three Scottish health surveys. International Journal of Stroke, 10(6), pp. 911-917. (doi: 10.1111/ijs.12191) (PMID:24206656)

O'Donnell, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Within Lake Clustering of High Resolution Satellite Retrievals: A Functional Data and Clustering Approach. In: 30th International Workshop on Statistical Modelling, Johannes Kepler Universität, Linz, Linz, Austria, 6-10 Jul 2015,

Gong, M., Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Functional PCA for Remotely Sensed Lake Surface Water Temperature Data. In: Spatial Statistics 2015: Emerging Patterns, Avignon, France, 9-12 Jun 2015, pp. 127-130. (doi: 10.1016/j.proenv.2015.05.015)

Wilkie, Craig J., Scott, E. Marion ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Tyler, Andrew N., Hunter, Peter D. and Spyrakos, Evangelos (2015) Data Fusion of Remote-sensing and In-lake chlorophylla Data Using Statistical Downscaling. In: Spatial Statistics 2015: Emerging Patterns, Avignon, France, 9-12 Jun 2015, pp. 123-126. (doi: 10.1016/j.proenv.2015.05.014)

O'Donnell, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Spatially weighted functional clustering of river network data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 64(3), pp. 491-506. (doi: 10.1111/rssc.12082) (PMID:25926710) (PMCID:PMC4407953)

Finazzi, Francesco, Haggarty, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian and Fassò, Alessandro (2015) A comparison of clustering approaches for the study of the temporal coherence of multiple time series. Stochastic Environmental Research and Risk Assessment, 29(2), pp. 463-475. (doi: 10.1007/s00477-014-0931-2)

Smith, E., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, McConway, K., Merrill, S., Opsomer, J., Zacks, S., Sloan, R. and House, L. (2015) Statistics for the Curious: Why Study Statistics? Curious Academic Publishing.

2014

Ventrucci, Massimo, Bowman, Adrian W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Gross, Joachim ORCID logoORCID: https://orcid.org/0000-0002-3994-1006 (2014) Quasi-periodic spatiotemporal models of brain activation in single-trial MEG experiments. Statistical Modelling, 14(5), pp. 417-437. (doi: 10.1177/1471082X14524673)

Elayouty, A, Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Waldron, S. ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 and Franco-Villoria, M (2014) Visualisation and Modelling of Environmental Sensor Time Series. In: 29th International Workshop on Statistical Modelling, Goettingen, German, 14-18 Jul 2014,

Eze, J.I., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Pollock, K.G., Stidson, R., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 (2014) The association of weather and bathing water quality on the incidence of gastrointestinal illness in the west of Scotland. Epidemiology and Infection, 142(6), pp. 1289-1299. (doi: 10.1017/S0950268813002148) (PMID:24007797)

Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Magdalina, A.-M., Willows, R., Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Burgess, C., Pope, L., Pannullo, F. and Haggarty, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2014) Spatiotemporal statistical modelling of long-term change in river nutrient concentrations in England & Wales. Science of the Total Environment, 466-7, pp. 914-923. (doi: 10.1016/j.scitotenv.2013.07.113) (PMID:23988742)

2013

Finazzi, F., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2013) A Model-Based Clustering Approach for the Analysis of Environmental Time Series. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Gallacher, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2013) Comparison of GAM, FDA and DFA for Water Quality Data. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Mukherjee, K, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 and Thut, G. ORCID logoORCID: https://orcid.org/0000-0003-1313-4262 (2013) Characterisation and Mixed Effects Models for EEG Signals. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Borthwick, Y., Paul, L., Sneddon, M., McAlpine, L. and Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2013) Reliability and validity of the figure-of-eight method of measuring hand size in patients with breast cancer-related lymphoedema. European Journal of Cancer Care, (doi: 10.1111/ecc.12024)

Scott, M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Finazzi, F. and Haggarty, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2013) Coherency in space of lake and river temperature and water quality records. In: SIS 2013 Statistical Conference: Advances in Latent Variables: Methods, Models and Applications, Brescia, Italy, 19-21 Jun 2013,

2012

Haggarty, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Wyllie, F. and Smith, M. (2012) Functional clustering of water quality data in Scotland. Environmetrics, 23(8), pp. 685-695. (doi: 10.1002/env.2185)

Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2012) Smooth principal components for investigating changes in covariances over time. Journal of the Royal Statistical Society: Series C (Applied Statistics), 61(5), pp. 693-714. (doi: 10.1111/j.1467-9876.2012.01037.x)

Carvalho, L., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Spears, B.M., Gunn, I.D.M., Bennion, H., Kirika, A. and May, L. (2012) Water quality of Loch Leven: responses to enrichment, restoration and climate change. Hydrobiologia, 681(1), pp. 35-47. (doi: 10.1007/s10750-011-0923-x)

Mukherjee, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 and Thut, G. ORCID logoORCID: https://orcid.org/0000-0003-1313-4262 (2012) A Flexible Regression Framework for TMS-EEG Signals. In: 27th International Workshop on Statistical Modelling, Prague, Czech Republic, 16-20 Jul 2012, ISBN 9788026302506

2011

Carvalho, L., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Codd, G.A., Davis, P.S. and Tyler, A.N. (2011) Cyanobacterial blooms: statistical models describing risk factors for national-scale lake assessment and lake management. Science of the Total Environment, 409(24), pp. 5353-5358.

Ventrucci, M., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Gross, J. ORCID logoORCID: https://orcid.org/0000-0002-3994-1006, Schoffelen, J.-M. and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2011) Spatiotemporal smoothing of single trial MEG data. Journal of Neuroscience Methods, 200(2), pp. 219-228. (doi: 10.1016/j.jneumeth.2011.06.004)

Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Ferguson, C. and Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2011) Constructing representative air quality indicators with measures of uncertainty. Journal of the Royal Statistical Society: Series A (Statistics in Society), 174(1), pp. 109-126. (doi: 10.1111/j.1467-985X.2010.00658.x)

Haggarty, R., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Smith, M. and Wyllie, F. (2011) Functional clustering of water quality data in Scotland. In: 26th International Workshop on Statistical Modelling, Valencia, 11-15 July 2011,

Ventrucci, M., Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Gross, J. ORCID logoORCID: https://orcid.org/0000-0002-3994-1006 and Ghosh, K. (2011) A dipole model for MEG data. In: 26th International Workshop on Statistical Modelling, Valencia, 11-15 Jul 2011,

2010

Haggarty, R. A., Ferguson, C. A., Scott, E. M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Iroegbu, C. and Stidson, R. (2010) Extreme value theory applied to the definition of bathing water quality discounting limits. Water Research, 44(3), pp. 719-728. (doi: 10.1016/j.watres.2009.10.007)

Magdalina, A., Ferguson, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Willows, R., Johnson, D., Burgess, C., Pope, L., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 (2010) Spatiotemporal modelling of nitrate and phosphorus in river catchments for England and Wales. In: 25th International Workshop on Statistical Modelling (IWSM 2010), Glasgow, UK, 5-9 Jul 2010,

2009

Tyler, A. N. et al. (2009) Strategies for monitoring and managing mass populations of toxic cyanobacteria in recreational waters: a multi-interdisciplinary approach. Environmental Health, 8 (Sup, S11. (doi: 10.1186/1476-069X-8-S1-S11)

Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Ferguson, C. and Mitchell, R. ORCID logoORCID: https://orcid.org/0000-0003-3827-7155 (2009) Air pollution and health in Scotland: a multicity study. Biostatistics, 10(3), pp. 409-423. (doi: 10.1093/biostatistics/kxp010) (PMID:19377033)

Ferguson, C.A., Bowman, A.W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Carvalho, L. (2009) Multivariate varying-coefficient models for an ecological system. Environmetrics, 20(4), pp. 460-476. (doi: 10.1002/env.945)

Schyns, F., Paul, L.M., Finlay, K., Ferguson, C. and Noble, E. (2009) Vibration therapy in multiple sclerosis: a pilot study exploring its effects on tone, muscle force, sensation and functional performance. Clinical Rehabilitation, 23(9), pp. 771-781. (doi: 10.1177/0269215508101758)

2008

Ferguson, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2008) Nonparametric principal components analysis for ecological data. In: 23rd International Workshop on Statistical Modelling, Utrecht, Netherlands, 7-11 July 2008,

Ferguson, C.A., Carvalho, L., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Bowman, A.W. and Kirika, A. (2008) Assessing ecological responses to environmental change using statistical models. Journal of Applied Ecology, 45(1), pp. 193-203. (doi: 10.1111/j.1365-2664.2007.01428.x)

2007

Ferguson, C.A., Bowman, A.W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Carvalho, L. (2007) Model comparison for a complex ecological system. Journal of the Royal Statistical Society: Series A (Statistics in Society), 170(3), pp. 691-711. (doi: 10.1111/j.1467-985X.2006.00462.x)

This list was generated on Wed Jul 2 23:00:09 2025 BST.
Jump to: Articles | Books | Book Sections | Conference or Workshop Item | Conference Proceedings
Number of items: 66.

Articles

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Maranzano, Paolo (2025) Warped multifidelity Gaussian processes for data fusion of skewed environmental data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 74(3), pp. 844-865. (doi: 10.1093/jrsssc/qlaf003)

Wilkie, C. et al. (2025) Landscape-scale responses of freshwater biodiversity to connectivity and stressors. Global Ecology and Biogeography, (Accepted for Publication)

Meis, M. et al. (2024) Catalysing virtual collaboration: The experience of the remote TIES working groups. Environmetrics, 35(6), e2855. (doi: 10.1002/env.2855)

Shreves, Kypher Varin, Saraiva, Marcia, Ruba, Tahmina, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E. Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, McLaggan, Debbie and van West, Pieter (2024) Specific phylotypes of Saprolegnia parasitica associated with Atlantic salmon freshwater aquaculture. Journal of Fungi, 10(1), 57. (doi: 10.3390/jof10010057)

Sekhar Sen, I. et al. (2023) Geochemical evolution of dissolved trace elements in space and time in the Ramganga River, India. Environmental Monitoring and Assessment, 195(10), 1150. (doi: 10.1007/s10661-023-11665-0) (PMID:37668950) (PMCID:37668950)

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2022) Time-varying functional principal components for non-stationary EpCO2 in freshwater systems. Journal of Agricultural, Biological, and Environmental Statistics, 27(3), pp. 506-522. (doi: 10.1007/s13253-022-00494-2)

Gong, M. et al. (2022) Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data. Spatial Statistics, 50, 100615. (doi: 10.1016/j.spasta.2022.100615)

Belmont Osuna, Jafet ORCID logoORCID: https://orcid.org/0000-0002-6879-4412, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Wilkie, Craig (2022) A new statistical approach for identifying rare species under imperfect detection. Diversity and Distributions, 28(5), pp. 882-893. (doi: 10.1111/ddi.13495)

Gong, Mengyi, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2021) State space functional principal component analysis to identify spatiotemporal patterns in remote sensing lake water quality. Stochastic Environmental Research and Risk Assessment, 35(12), pp. 2521-2536. (doi: 10.1007/s00477-021-02017-w)

McElarney, Yvonne, Rippey, Brian, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Allen, Michelle and Unwin, Antony (2021) The long-term response of lake nutrient and chlorophyll concentrations to changes in nutrient loading in Ireland's largest lake, Lough Neagh. Biology and Environment: Proceedings of the Royal Irish Academy, 121B(1), pp. 47-60. (doi: 10.3318/bioe.2021.04)

Romano, Elvira, Diana, Andrew, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2020) Optimally weighted L2 distances for spatially dependent functional data. Spatial Statistics, 39, 100468. (doi: 10.1016/j.spasta.2020.100468)

Maberly, S. C. et al. (2020) Global lake thermal regions shift under climate change. Nature Communications, 11, 1232. (doi: 10.1038/s41467-020-15108-z) (PMID:32144247) (PMCID:PMC7060244)

Richardson, Jessica, Feuchtmayr, Heidrun, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Hunter, Peter, Maberly, Stephen C. and Carvalho, Laurence (2019) The response of cyanobacteria and phytoplankton abundance to warming, extreme rainfall events and nutrient enrichment. Global Change Biology, 25, pp. 3365-3380. (doi: 10.1111/gcb.14701) (PMID:31095834) (PMCID:PMC6852574)

Wilkie, C.J., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, O'Donnell, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Hunter, P.D., Spyrakos, E. and Tyler, A.N. (2019) Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support. Environmetrics, 30(3), e2549. (doi: 10.1002/env.2549)

Richardson, J. et al. (2018) Effects of multiple stressors on cyanobacteria abundance varies with lake type. Global Change Biology, 24(11), pp. 5044-5055. (doi: 10.1111/gcb.14396) (PMID:30005138)

Spyrakos, E. et al. (2018) Optical types of inland and coastal waters. Limnology and Oceanography, 63(2), pp. 846-870. (doi: 10.1002/lno.10674)

Gallacher, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Willows, R., Pope, L. and Douglass, J. (2017) Flow-directed PCA for monitoring networks. Environmetrics, 28(2), e2434. (doi: 10.1002/env.2434) (PMID:28344443) (PMCID:PMC5347935)

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Waldron, Susan ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 and Franco-Villoria, Maria (2016) Challenges in modeling detailed and complex environmental data sets: a case study modeling the excess partial pressure of fluvial CO2. Evironmental and Ecological Statistics, 23(1), pp. 65-87. (doi: 10.1007/s10651-015-0329-4)

Ponomarev, Dmitry, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Govan, Lindsay ORCID logoORCID: https://orcid.org/0000-0002-6447-9618, Haig, Caroline ORCID logoORCID: https://orcid.org/0000-0002-2857-0246, Wu, Olivia ORCID logoORCID: https://orcid.org/0000-0002-0570-6016 and Langhorne, Peter ORCID logoORCID: https://orcid.org/0000-0001-8185-2659 (2015) Complications following incident stroke resulting in readmissions: an analysis of data from three Scottish health surveys. International Journal of Stroke, 10(6), pp. 911-917. (doi: 10.1111/ijs.12191) (PMID:24206656)

O'Donnell, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Spatially weighted functional clustering of river network data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 64(3), pp. 491-506. (doi: 10.1111/rssc.12082) (PMID:25926710) (PMCID:PMC4407953)

Finazzi, Francesco, Haggarty, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian and Fassò, Alessandro (2015) A comparison of clustering approaches for the study of the temporal coherence of multiple time series. Stochastic Environmental Research and Risk Assessment, 29(2), pp. 463-475. (doi: 10.1007/s00477-014-0931-2)

Ventrucci, Massimo, Bowman, Adrian W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Gross, Joachim ORCID logoORCID: https://orcid.org/0000-0002-3994-1006 (2014) Quasi-periodic spatiotemporal models of brain activation in single-trial MEG experiments. Statistical Modelling, 14(5), pp. 417-437. (doi: 10.1177/1471082X14524673)

Eze, J.I., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Pollock, K.G., Stidson, R., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 (2014) The association of weather and bathing water quality on the incidence of gastrointestinal illness in the west of Scotland. Epidemiology and Infection, 142(6), pp. 1289-1299. (doi: 10.1017/S0950268813002148) (PMID:24007797)

Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Magdalina, A.-M., Willows, R., Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Burgess, C., Pope, L., Pannullo, F. and Haggarty, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2014) Spatiotemporal statistical modelling of long-term change in river nutrient concentrations in England & Wales. Science of the Total Environment, 466-7, pp. 914-923. (doi: 10.1016/j.scitotenv.2013.07.113) (PMID:23988742)

Borthwick, Y., Paul, L., Sneddon, M., McAlpine, L. and Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2013) Reliability and validity of the figure-of-eight method of measuring hand size in patients with breast cancer-related lymphoedema. European Journal of Cancer Care, (doi: 10.1111/ecc.12024)

Haggarty, R.A. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Wyllie, F. and Smith, M. (2012) Functional clustering of water quality data in Scotland. Environmetrics, 23(8), pp. 685-695. (doi: 10.1002/env.2185)

Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2012) Smooth principal components for investigating changes in covariances over time. Journal of the Royal Statistical Society: Series C (Applied Statistics), 61(5), pp. 693-714. (doi: 10.1111/j.1467-9876.2012.01037.x)

Carvalho, L., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Spears, B.M., Gunn, I.D.M., Bennion, H., Kirika, A. and May, L. (2012) Water quality of Loch Leven: responses to enrichment, restoration and climate change. Hydrobiologia, 681(1), pp. 35-47. (doi: 10.1007/s10750-011-0923-x)

Carvalho, L., Miller, C.A. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Codd, G.A., Davis, P.S. and Tyler, A.N. (2011) Cyanobacterial blooms: statistical models describing risk factors for national-scale lake assessment and lake management. Science of the Total Environment, 409(24), pp. 5353-5358.

Ventrucci, M., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Gross, J. ORCID logoORCID: https://orcid.org/0000-0002-3994-1006, Schoffelen, J.-M. and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2011) Spatiotemporal smoothing of single trial MEG data. Journal of Neuroscience Methods, 200(2), pp. 219-228. (doi: 10.1016/j.jneumeth.2011.06.004)

Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Ferguson, C. and Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2011) Constructing representative air quality indicators with measures of uncertainty. Journal of the Royal Statistical Society: Series A (Statistics in Society), 174(1), pp. 109-126. (doi: 10.1111/j.1467-985X.2010.00658.x)

Haggarty, R. A., Ferguson, C. A., Scott, E. M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Iroegbu, C. and Stidson, R. (2010) Extreme value theory applied to the definition of bathing water quality discounting limits. Water Research, 44(3), pp. 719-728. (doi: 10.1016/j.watres.2009.10.007)

Tyler, A. N. et al. (2009) Strategies for monitoring and managing mass populations of toxic cyanobacteria in recreational waters: a multi-interdisciplinary approach. Environmental Health, 8 (Sup, S11. (doi: 10.1186/1476-069X-8-S1-S11)

Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800, Ferguson, C. and Mitchell, R. ORCID logoORCID: https://orcid.org/0000-0003-3827-7155 (2009) Air pollution and health in Scotland: a multicity study. Biostatistics, 10(3), pp. 409-423. (doi: 10.1093/biostatistics/kxp010) (PMID:19377033)

Ferguson, C.A., Bowman, A.W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Carvalho, L. (2009) Multivariate varying-coefficient models for an ecological system. Environmetrics, 20(4), pp. 460-476. (doi: 10.1002/env.945)

Schyns, F., Paul, L.M., Finlay, K., Ferguson, C. and Noble, E. (2009) Vibration therapy in multiple sclerosis: a pilot study exploring its effects on tone, muscle force, sensation and functional performance. Clinical Rehabilitation, 23(9), pp. 771-781. (doi: 10.1177/0269215508101758)

Ferguson, C.A., Carvalho, L., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Bowman, A.W. and Kirika, A. (2008) Assessing ecological responses to environmental change using statistical models. Journal of Applied Ecology, 45(1), pp. 193-203. (doi: 10.1111/j.1365-2664.2007.01428.x)

Ferguson, C.A., Bowman, A.W. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Carvalho, L. (2007) Model comparison for a complex ecological system. Journal of the Royal Statistical Society: Series A (Statistics in Society), 170(3), pp. 691-711. (doi: 10.1111/j.1467-985X.2006.00462.x)

Books

Smith, E., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, McConway, K., Merrill, S., Opsomer, J., Zacks, S., Sloan, R. and House, L. (2015) Statistics for the Curious: Why Study Statistics? Curious Academic Publishing.

Book Sections

Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2025) Improving national water quality monitoring and network design through statistical methods. In: Aston, Philip J. (ed.) More UK Success Stories in Industrial Mathematics. Series: Mathematics in Industry (42). Springer Cham. ISBN 9783031486821 (In Press)

Conference or Workshop Item

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2021) Bayesian Spatiotemporal Statistical Modelling of Water Quality within Rivers. EGU General Assembly 2021, 19-30 Apr 2021. (doi: 10.5194/egusphere-egu21-10843)

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Sinha, Rajiv and Bowes, Mike (2021) Statistical Downscaling for the Fusion of In-river, Drone and Satellite Water Quality Data in a River Network. 8th Channel Network Conference, 07-09 April 2021.

Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 (2020) Developing Statistical Downscaling to Improve Water Quality Understanding and Management in the Ramganga Sub-Basin. JSM 2020, 02-06 Aug 2020.

Conference Proceedings

Wilkie, Craig, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2025) Investigating River Water Quality Using Network Distance Based Spatiotemporal Flexible Regression. In: 52nd Scientific Meeting of the Italian Statistical Society, Bari, Italy, 17-20 Jun 2024, pp. 501-506. ISBN 9783031643491 (doi: 10.1007/978-3-031-64350-7_84)

Cao Pinna, Luigi ORCID logoORCID: https://orcid.org/0000-0002-1152-258X, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2024) Latent Dirichlet Allocation and Hidden Markov Models to Identify Public Perception of Sustainability in Social Media Data. In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024, pp. 14-20. ISBN 9783031657221 (doi: 10.1007/978-3-031-65723-8_3)

Zou, Zhaoyuan, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Lee, Duncan ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 and Wilkie, Craig (2024) A Computationally Efficient Spatio-Temporal Fusion Model for Reflectance Data. In: Developments in Statistical Modelling, 38th International Workshop on Statistical Modelling (IWSM 2024), Durham, UK, 14-19 Jul 2024, pp. 81-87. ISBN 9783031657221 (doi: 10.1007/978-3-031-65723-8_13)

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 (2023) A Multifidelity Framework for Wind Speed Data. In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, ISBN 9783947323425

Radvanyi, Peter, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Alexander, Craig ORCID logoORCID: https://orcid.org/0000-0001-6734-747X, Low, Marnie ORCID logoORCID: https://orcid.org/0000-0002-5686-4997, Jones, Wayne R. and Rock, Luc (2023) Computationally Efficient Ranking of Groundwater Monitoring Locations. In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, pp. 332-338. ISBN 9783947323425

Currie, Michael, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Hills, Alan (2020) Sensitivity Analysis Approaches to Investigate Uncertainty in Process-based Models, with Application to Aquaculture. In: 35th International Workshop on Statistical Modelling 2020, Bilbao, Basque Country, Spain, 20-24 July 2020, pp. 301-304. ISBN 9788413192673

Wilkie, Craig, Belmont, Jafet, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, August, Tom and Taylor, Phil (2020) Hierarchical Species Distribution Modelling Across High Dimensional Nested Spatial Scales. In: 35th International Workshop on Statistical Modelling, Bilbao, Spain, 20-24 Jul 2020, pp. 450-453. ISBN 9788413192673

Elayouty, Amira, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Waldron, Susan ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 (2018) Functional Principal Component Analysis for Non-stationary Dynamic Time Series. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 84-89.

Gong, Mengyi, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2018) Spatio-temporal Modelling of Remote-sensing Lake Surface Water Temperature Data. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 106-111.

Wilkie, Craig, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Simis, Stefan, Groom, Steve, Hunter, Peter, Spyrakos, Evangelos and Tyler, Andrew (2018) Spatiotemporal Statistical Downscaling for the Fusion of In-lake and Remote Sensing Data. In: 33rd International Workshop on Statistical Modelling (IWSM 2018), Bristol, UK, 16-20 Jul 2018, pp. 207-212.

O'Donnell, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Within Lake Clustering of High Resolution Satellite Retrievals: A Functional Data and Clustering Approach. In: 30th International Workshop on Statistical Modelling, Johannes Kepler Universität, Linz, Linz, Austria, 6-10 Jul 2015,

Gong, M., Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2015) Functional PCA for Remotely Sensed Lake Surface Water Temperature Data. In: Spatial Statistics 2015: Emerging Patterns, Avignon, France, 9-12 Jun 2015, pp. 127-130. (doi: 10.1016/j.proenv.2015.05.015)

Wilkie, Craig J., Scott, E. Marion ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Tyler, Andrew N., Hunter, Peter D. and Spyrakos, Evangelos (2015) Data Fusion of Remote-sensing and In-lake chlorophylla Data Using Statistical Downscaling. In: Spatial Statistics 2015: Emerging Patterns, Avignon, France, 9-12 Jun 2015, pp. 123-126. (doi: 10.1016/j.proenv.2015.05.014)

Elayouty, A, Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Waldron, S. ORCID logoORCID: https://orcid.org/0000-0002-2683-0761 and Franco-Villoria, M (2014) Visualisation and Modelling of Environmental Sensor Time Series. In: 29th International Workshop on Statistical Modelling, Goettingen, German, 14-18 Jul 2014,

Finazzi, F., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2013) A Model-Based Clustering Approach for the Analysis of Environmental Time Series. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Gallacher, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, E. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2013) Comparison of GAM, FDA and DFA for Water Quality Data. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Mukherjee, K, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 and Thut, G. ORCID logoORCID: https://orcid.org/0000-0003-1313-4262 (2013) Characterisation and Mixed Effects Models for EEG Signals. In: 28th International Workshop on Statistical Modelling, Palermo, Italy, 8-12 Jul 2013,

Scott, M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Finazzi, F. and Haggarty, R. ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 (2013) Coherency in space of lake and river temperature and water quality records. In: SIS 2013 Statistical Conference: Advances in Latent Variables: Methods, Models and Applications, Brescia, Italy, 19-21 Jun 2013,

Mukherjee, K., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 and Thut, G. ORCID logoORCID: https://orcid.org/0000-0003-1313-4262 (2012) A Flexible Regression Framework for TMS-EEG Signals. In: 27th International Workshop on Statistical Modelling, Prague, Czech Republic, 16-20 Jul 2012, ISBN 9788026302506

Haggarty, R., Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623, Smith, M. and Wyllie, F. (2011) Functional clustering of water quality data in Scotland. In: 26th International Workshop on Statistical Modelling, Valencia, 11-15 July 2011,

Ventrucci, M., Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Miller, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Gross, J. ORCID logoORCID: https://orcid.org/0000-0002-3994-1006 and Ghosh, K. (2011) A dipole model for MEG data. In: 26th International Workshop on Statistical Modelling, Valencia, 11-15 Jul 2011,

Magdalina, A., Ferguson, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631, Willows, R., Johnson, D., Burgess, C., Pope, L., Scott, E.M. ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 and Lee, D. ORCID logoORCID: https://orcid.org/0000-0002-6175-6800 (2010) Spatiotemporal modelling of nitrate and phosphorus in river catchments for England and Wales. In: 25th International Workshop on Statistical Modelling (IWSM 2010), Glasgow, UK, 5-9 Jul 2010,

Ferguson, C. ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Bowman, A. ORCID logoORCID: https://orcid.org/0000-0002-5729-4631 (2008) Nonparametric principal components analysis for ecological data. In: 23rd International Workshop on Statistical Modelling, Utrecht, Netherlands, 7-11 July 2008,

This list was generated on Wed Jul 2 23:00:09 2025 BST.

Supervision

  • Baird, Jack
    Data Analytics for Urban Environmental Planning
  • Colombo, Pietro
    Methodological developments for accounting for uncertainty within environmental data
  • Zheng, Weiyue
    Multiscale Data Fusion Method for Soil Moisture Prediction

Professional activities & recognition

Prizes, awards & distinctions

  • 2018: Winner of the 2018 Abdel El-Shawarri Young Research (AEYR) award for outstanding contributions to environmental statistical and quantitative research (The international Environmetrics Society)
  • 2018: Winner for best paper: Gallacher et al. (2017) co-author (TIES-Wiley best paper in the journal Environmetrics award for 2017)

Editorial boards

  • 2016: Environmetrics

Professional & learned societies

  • 2015: Elected Member, International Statistical Institute
  • 2019 - 2022: Elected Member, Royal Statistical Society Council
  • 2011 - 2014: Elected Secretary, Statistical Modelling Society
  • 2017 - 2021: Elected Secretary, The International Environmetrics Society
  • 2016 - 2021: Elected Member, Young Academy of Scotland of the Royal Society of Edinburgh
  • 2016 - 2022: Member, Academic Affairs Advisory Group of the Royal Statistical Society
  • 2021 - 2023: President-Elect, The International Environmetrics Society

Research datasets

Jump to: 2018
Number of items: 1.

2018

Wilkie, C., Miller, C. , Scott, E. M. , O'Donnell, R., Hunter, P., Spyrakos, E. and Tyler, A. (2018) Nonparametric statistical downscaling for the fusion of data of different spatiotemporal support. [Data Collection]

This list was generated on Wed Jul 2 15:41:31 2025 BST.

Additional information

Claire Miller Personal Webpage


Professor Claire Miller on Twitter