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Prof Carl Scarrott

PHD, BSc

Contact Details

Established Professor
School of Mathematics, Statistics and Applied Mathematics
National University of Ireland in Galway
E: carl.scarrott@universityofgalway.ie
 
researcher
 

Biography

I am Established Professor of Statistical Science in the School of Mathematical and Statistical Sciences in the University of Galway, and Adjunct Professor in the Department of Mathematics and Statistics, University of Canterbury, New Zealand. Previously, I worked for 16 year at the University of Canterbury, NZ,

I am a member of the Sonraí Health Data Science Research Cluster at the University of Galway. We develop and apply statistical and computational methods to clinical and genomics data.

My primary research areas are in extreme value modelling, biostatistics, data science and various forms of statistical modelling with application to medical, environmental, industrial and scientific problems. I have also undertaken multiple senior administration roles; including Head of Discipline, lead developer of various degree programmes, programme Director and have led many statistical science programme redevelopments. I have developed and taught a multitude of courses at undergraduate and postgraduate level in Statistics, Data Science, and Financial Mathematics, for students from a wide range of backgrounds.

Research Interests

My primary research areas are in extreme value modelling, biostatistics, data science and various forms of statistical modelling with application to medical, environmental, industrial and scientific problems.

Research Projects

  Project Start Date End Date
EARLY DETECTION OF SECONDARY WAVES OF COVID-19 INFECTION 08-JUL-20 07-JAN-26

Peer Reviewed Journals

  Year Publication
(2021) 'Medical encounters at community-based physical activity events (parkrun) in the UK'
Pedlar, C;Myrissa, K; Barry, M; Khwaja, I;Simpkin, A;Newell, J;Scarrott, C; Whyte, G; Kipps, C; Baggish, A (2021) 'Medical encounters at community-based physical activity events (parkrun) in the UK'. British Journal Of Sports Medicine, 55 (24):1420-1426 [DOI] [Details]
(2019) 'Analysis of revascularisation in ischaemic stroke with EmboTrap (ARISE I study) and meta-analysis of thrombectomy'
Mattle, H; Scarrott, C; Claffey, M; Thornton, J; Macho, J; Riedel, C; Soderman, (2019) 'Analysis of revascularisation in ischaemic stroke with EmboTrap (ARISE I study) and meta-analysis of thrombectomy'. Interventional Neuroradiology, 25 (3):261-270 [Details]
(2018) 'evmix: An R package for Extreme Value Mixture Modeling, Threshold Estimation and Boundary Corrected Kernel Density Estimation'
Hu, Y; Scarrott, C (2018) 'evmix: An R package for Extreme Value Mixture Modeling, Threshold Estimation and Boundary Corrected Kernel Density Estimation'. Journal Of Statistical Software, 84 (5):1-27 [Details]
(2017) 'Randomised controlled pilot trial of an exercise plus behaviour change intervention in people with multiple sclerosis: the Step it Up study'
Hayes, S; Uszynski, M; Kacper; Motl, R; Gallagher, S; Larkin, A; Newell, J; Scarrott, C; Coote, S (2017) 'Randomised controlled pilot trial of an exercise plus behaviour change intervention in people with multiple sclerosis: the Step it Up study'. BMJ Open, 7 (10) [Details]
(2017) 'Effect of exercising at minimum recommendations of the multiple sclerosis exercise guideline combined with structured education or attention control education--secondary results of the step it up randomised controlled trial'
Coote, S; Uszynski, M; Herring, M; Hayes, S; Scarrott, C; Newell, J; Gallagher, S; Larkin, A; Motl, R (2017) 'Effect of exercising at minimum recommendations of the multiple sclerosis exercise guideline combined with structured education or attention control education--secondary results of the step it up randomised controlled trial'. BMC Neurology, 17 (1):1-14 [Details]
(2016) 'Effective sample size estimation for a mechanical ventilation trial through Monte-Carlo simulation: Length of mechanical ventilation and Ventilator Free Days'
Morton, SE; Chiew, YS; Pretty, C; Moltchanova, E; Scarrott, C; Redmond, D; Shaw, GM; Chase, JG (2016) 'Effective sample size estimation for a mechanical ventilation trial through Monte-Carlo simulation: Length of mechanical ventilation and Ventilator Free Days'. Mathematical Biosciences, [Details]
(2016) 'Group Aerobic and Strength Training Combined With Social Cognitive Theory Based Education, Results of The Step it up RCT'
Coote, S; Hayes, S; Uszynski, M; Newell, J; Scarrott, C; Gallagher, S; Motl, R (2016) 'Group Aerobic and Strength Training Combined With Social Cognitive Theory Based Education, Results of The Step it up RCT'. Archives of physical medicine and rehabilitation, 97 (12) [Details]
(2015) 'Assessing the effectiveness of selected biomarkers in the acute and cumulative physiological stress response in professional rugby union through non-invasive assessment'
Lindsay, A and Lewis, JG and Scarrott, C and Gill, N and Gieseg, SP and Draper, N (2015) 'Assessing the effectiveness of selected biomarkers in the acute and cumulative physiological stress response in professional rugby union through non-invasive assessment'. International journal of sports medicine, 36 (6):446-454 [Details]
(2015) 'Summarising censored survival data using the mean residual life function'
Alvarez-Iglesias, A; Newell, J; Scarrott, C; Hinde, J (2015) 'Summarising censored survival data using the mean residual life function'. Statistics In Medicine, 34 (11):1965-1976 [DOI] [Details]
(2015) 'Six-year follow-up of the SPHERE RCT: secondary prevention of heart disease in general practice'
Murphy, AW; Cupples, ME; Murphy, E; Newell, J; Scarrott, CJ; Vellinga, A; Gillespie, P; Byrne, M; Kearney, C; Smith, SM (2015) 'Six-year follow-up of the SPHERE RCT: secondary prevention of heart disease in general practice'. BMJ Open, 5 (11) [Details]
(2015) 'Changes in acute biochemical markers of inflammatory and structural stress in rugby union'
Lindsay, A; Lewis, J; Scarrott, C; Draper, N; Gieseg, SP (2015) 'Changes in acute biochemical markers of inflammatory and structural stress in rugby union'. Journal Of Sports Sciences, 33 (9):882-891 [Details]
(2015) 'Forearm oxygenation and blood flow kinetics during a sustained contraction in multiple ability groups of rock climbers'
Fryer, S; Stoner, L; Scarrott, C; Lucero, A; Witter, T; Love, R; Dickson, T; Draper, N (2015) 'Forearm oxygenation and blood flow kinetics during a sustained contraction in multiple ability groups of rock climbers'. Journal Of Sports Sciences, 33 (5):518-526 [Details]
(2015) 'Haemodynamic kinetics and intermittent finger flexor performance in rock climbers'
Fryer, Simon M and Stoner, Lee and Lucero, Adam and Witter, Trevor and Scarrott, Carl and Dickson, Tabitha and Cole, Matthew and Draper, Nick (2015) 'Haemodynamic kinetics and intermittent finger flexor performance in rock climbers'. International journal of sports medicine, 36 (2):137-142 [Details]
(2015) 'Reducing the Length of Mechanical Ventilation with Significance: A Case Study of Sample Size Estimation Trial Design Using Monte-Carlo Simulation'
Chiew, YS; Pretty, C; Moltchanova, E; Scarrott, C; Redmond, D; Shaw, GM; Chase, JG (2015) 'Reducing the Length of Mechanical Ventilation with Significance: A Case Study of Sample Size Estimation Trial Design Using Monte-Carlo Simulation'. Ifac Papersonline, 48 (20):273-278 [Details]
(2014) 'Oxygen Uptake Or Delivery, Which Is The Limiting Factor For Intermittent Forearm Contractions In Rock-climbers?: 2805 Board\# 91 May 30, 2'
Fryer, SM; Stoner, L; Scarrott, C; Lucero, A; Witter, T; Love, R; Draper, N (2014) 'Oxygen Uptake Or Delivery, Which Is The Limiting Factor For Intermittent Forearm Contractions In Rock-climbers?: 2805 Board\# 91 May 30, 2'. Medicine And Science In Sports And Exercise, 46 (5S):756-757 [Details]
(2014) 'A Comparison of Spillover Effects before, during and after the 2008 Financial Crisis'
Rea, Alethea and Rea, William and Reale, Marco and Scarrott, Carl (2014) 'A Comparison of Spillover Effects before, during and after the 2008 Financial Crisis'. Applied Mathematics, 5 (4) [Details]
(2014) 'Acute childhood asthma in Galway city from 1985-2005: relationship to air pollution and climate'
Loftus, A; Loftus, BG; Muircheartaigh, I; Newell, J; Scarrott, C; Jennings, S (2014) 'Acute childhood asthma in Galway city from 1985-2005: relationship to air pollution and climate'. Irish Medical Journal, [Details]
(2014) 'A Comparison of Capillary, Venous, and Salivary Cortisol Sampling After Intense Exercise'
Fryer, SM; Dickson, T; Hillier, S; Stoner, L; Scarrott, C; Draper, N (2014) 'A Comparison of Capillary, Venous, and Salivary Cortisol Sampling After Intense Exercise'. International Journal Of Sports Physiology And Performance, 9 (6):973-977 [Details]
(2014) 'A cluster randomised controlled trial evaluating the effectiveness of a structured pulmonary rehabilitation education programme in a primary care setting for people with chronic obstructive pulmonary disease (COPD): The PRINCE study'
Casey, D; Murphy, K.; Declan, D; Cooney, A; McCarthy, B; Mee, L; Newell, J; Scarrott, CJ; O'Shea, E.; Kirwan, C; Gillespie, P; Murphy, AW (2014) 'A cluster randomised controlled trial evaluating the effectiveness of a structured pulmonary rehabilitation education programme in a primary care setting for people with chronic obstructive pulmonary disease (COPD): The PRINCE study'. European Respiratory Journal, 42 (57) [Details]
(2013) 'Quantification of wind damage to New Zealand's planted forests'
Moore, JR: Manley, BR; Park, D; Scarrott, CJ (2013) 'Quantification of wind damage to New Zealand's planted forests'. Forestry, 86 (2):173-183 [Details]
(2013) 'The effectiveness of a structured education pulmonary rehabilitation programme for improving the health status of people with moderate and severe chronic obstructive pulmonary disease in primary care: the PRINCE cluster randomised trial'
Casey, D; Murphy, K; Devane, D; Cooney, A: McCarthy, B; Mee, L; Newell, J; O'Shea, E; Scarrott, C: Gillespie, P; Kirwan, C; Murphy, AW; Dowling, M; Shahidi, M; Shaw, D; Kropman, T; O'Regan, A; Tully, A; Conway, Y; Glacken, M; Magher, C (2013) 'The effectiveness of a structured education pulmonary rehabilitation programme for improving the health status of people with moderate and severe chronic obstructive pulmonary disease in primary care: the PRINCE cluster randomised trial'. Thorax, 68 (10):922-928 [Details]
(2013) 'Prediction of Oncotype DX and TAILORx risk categories using histopathological and immunohistochemical markers by classification and regression tree (CART) analysis'
Ingoldsby, H; Webber, M; Wall, D; Scarrott, C; Newell, J; Callagy, G (2013) 'Prediction of Oncotype DX and TAILORx risk categories using histopathological and immunohistochemical markers by classification and regression tree (CART) analysis'. Breast, 22 (5):879-886 [Details]
(2013) 'Injury survey of a non-traditional soft-edged trampoline designed to lower equipment hazards'
Eager, DB; Scarrott, C; Nixon, J; Alexander, K (2013) 'Injury survey of a non-traditional soft-edged trampoline designed to lower equipment hazards'. International Journal Of Injury Control And Safety Promotion, 20 (1):42-49 [Details]
(2012) 'Survey of injury sources for a trampoline with equipment hazards designed out'
Eager, D; Scarrott, C; Nixon, J; Alexander, K (2012) 'Survey of injury sources for a trampoline with equipment hazards designed out'. Journal Of Paediatrics And Child Health, 48 (7):577-581 [Details]
(2012) 'Plasma cortisol concentrations and perceived anxiety in response to on-sight rock climbing'
Draper, N and Dickson, T and Fryer, S and Blackwell, G and Winter, D and Scarrott, C and Ellis, G (2012) 'Plasma cortisol concentrations and perceived anxiety in response to on-sight rock climbing'. International journal of sports medicine, 33 (01):13-17 [Details]
(2012) 'A Review of Extreme Value Threshold Estimation and Uncertainty Quantification'
Scarrott, C; MacDonald, A (2012) 'A Review of Extreme Value Threshold Estimation and Uncertainty Quantification'. Revstat, 10 (1):33-60 [Details]
(2011) 'A flexible extreme value mixture model'
MacDonald, A; Scarrott, C; Lee, D; Darlow, B; Reale, M; Russell, G (2011) 'A flexible extreme value mixture model'. Computational Statistics And Data Analysis, 55 (6):2137-2157 [Details]
(2011) 'Impacts of residential heating intervention measures on air quality and progress towards targets in Christchurch and Timaru, New Zealand'
Scott, AJ; Scarrott, C (2011) 'Impacts of residential heating intervention measures on air quality and progress towards targets in Christchurch and Timaru, New Zealand'. Atmospheric Environment, 45 (17):2972-2980 [Details]
(2011) 'An Exploratory Investigation of Some Statistical Summaries of Oximeter Oxygen Saturation Data from Preterm Babies'
Lee, Dominic S and Zahari, Marina and Russell, Glynn and Darlow, Brian A and Scarrott, Carl J and Reale, Marco (2011) 'An Exploratory Investigation of Some Statistical Summaries of Oximeter Oxygen Saturation Data from Preterm Babies'. ISRN pediatrics, 2011 [Details]
(2011) 'GARCH dependence in extreme value models with Bayesian inference'
Zhao, X; Scarrott, C; Oxley, L; Reale, M (2011) 'GARCH dependence in extreme value models with Bayesian inference'. Mathematics and Computers in Simulation, 81 (7):1430-1440 [Details]
(2010) 'Extreme value modelling for forecasting market crisis impacts'
Zhao, Xin and Scarrott, Carl and Oxley, Les and Reale, Marco (2010) 'Extreme value modelling for forecasting market crisis impacts'. Applied Financial Economics, 20 (1-2):63-72 [Details]
(2010) 'Extreme value model based risk assessment for nuclear reactors'
Scarrott, CJ and MacDonald, A (2010) 'Extreme value model based risk assessment for nuclear reactors'. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 224 (4):239-252 [Details]
(2010) 'Effectiveness of pads and enclosures as safety interventions on consumer trampolines'
Alexander, K; Eager, D; Scarrott, C; Sushinsky, G (2010) 'Effectiveness of pads and enclosures as safety interventions on consumer trampolines'. Injury Prevention, 16 (3):185-189 [Details]
(2009) 'Spatial multi-taper spectrum estimation for nuclear reactor modelling'
Scarrott, CJ; Tunnicliffe-Wilson, G (2009) 'Spatial multi-taper spectrum estimation for nuclear reactor modelling'. Computational Statistics And Data Analysis, 53 (12):4384-4402 [Details]
(2007) 'Feasibility Study: A review of selective editing'
Scarrott, Carl John (2007) 'Feasibility Study: A review of selective editing'. Official Statistics Research Series, 1 [Details]
(2003) 'Prediction of extreme temperatures in a reactor using measurements affected by control action'
Logsdon, J; Tunnicliffe-Wilson, G; and Scarrott, C (2003) 'Prediction of extreme temperatures in a reactor using measurements affected by control action'. Technometrics, 45 (2):159-168 [Details]
(2001) 'Building a statistical model to predict reactor temperatures'
Scarrott, C; Tunnicliffe-Wilson, Granville (2001) 'Building a statistical model to predict reactor temperatures'. Journal Of Applied Statistics, 28 (3-4):497-511 [Details]

Book Chapters

  Year Publication
(2016) 'Univariate extreme value mixture modeling'
Scarrott, C (2016) 'Univariate extreme value mixture modeling' In: Extreme Value Modeling and Risk Analysis: Methods and Applications. :41-67 London: CRC Press. [Details]
(2012) 'Extreme Value Modelling for Forecasting Market Crisis Impacts'
Zhao, X;Scarrott, C;Oxley, L;Reale, M (2012) 'Extreme Value Modelling for Forecasting Market Crisis Impacts' In: The Global Financial Crisis. London: Routledge. [Details]
(2006) 'Fourier Transform'
Scarrott, C (2006) 'Fourier Transform' In: Encyclopedia of Measurement and Statistics. London: Sage Publications. [Details]
(2006) 'Sunflower Plot'
Scarrott, C (2006) 'Sunflower Plot' In: Encyclopedia of Measurement and Statistics. London: Sage Publications. [Details]
(2006) 'Tree Diagram'
Scarrott, C (2006) 'Tree Diagram' In: Encyclopedia of Measurement and Statistics. London: Sage Publications. [Details]
(2006) 'Ogive'
Scarrott, C (2006) 'Ogive' In: Encyclopedia of Measurement and Statistics. London: Sage Publications. [Details]

Conference Publications

  Year Publication
(2016) IEEE Conference on Biomedical Engineering and Sciences
Chiew, Y.S., Docherty, P.D., Dickson, J.L., Moltchanova, E., Scarrott, C.J., Pretty, C., Shaw, G.M. and Chase G. (2016) Stopping a clinical trial: Simulation-based design of a robust stopping rule using difference in interventional effect on mortality IEEE Conference on Biomedical Engineering and Sciences [Details]
(2016) International Symposium on Intensive Care and Emergency Medicine
Chiew, Y.S., Docherty, P.D., Dickson, J.L., Moltchanova, E., Scarrott, C.J., Pretty, C., Shaw, G.M. and Chase G. (2016) Simulation-based design of a robust stopping rule to ensure patient safety International Symposium on Intensive Care and Emergency Medicine [Details]
(2014) International Workshop on Statistical Modelling
Scarrott, C (2014) Statistical estimation of pollution reductions for meeting government targets International Workshop on Statistical Modelling [Details]
(2013) American Association of Respiratory Care (AARC) 59th International Respiratory Convention. Anaheim, California: USA
Casey, D., Murphy, K., Devane, D., Cooney, A., McCarthy, B., Mee, L., O’ Shea, E., Gillespie, P., Kirwan, C., Newell, J., Scarrott, C., & Murphy, A. W. (2013) A cluster RCT evaluating the effectiveness of a structured education pulmonary rehabilitation programme for improving the health status of people with COPD: The PRINCE Study American Association of Respiratory Care (AARC) 59th International Respiratory Convention. Anaheim, California: USA Anaheim, California, USA, [Details]
(2012) 21st International Clean Air and Environment Conference
Scarrott, C.J., Salomon, V. and Scott, A. (2012) Targets and limits for Timaru's winter PM10 concentrations 21st International Clean Air and Environment Conference [Details]
(2012) 2nd Conference on Applied Statistics Ireland
Newell, J., Alvarez, A., Scarrott, C.J. and Wall, D. (2012) Modelling time to event data: Where did the time go? 2nd Conference on Applied Statistics Ireland [Details]
(2012) International Workshop on Statistical Modelling
Wall, D., Scarrott, C.J., Newell, J., Ingoldsby, H., Callagy, G. and Kerin, M. (2012) Identifying underlying structure in classification and regression trees using surrogate splits International Workshop on Statistical Modelling [Details]
(2011) International Conference of the European Research Consortium for Informatics and Mathematics ERCIM UK
Alvarez, A., Newell, J., Scarrott, C. and Hinde, J. (2011) Extreme value modeling of survival times International Conference of the European Research Consortium for Informatics and Mathematics ERCIM UK [Details]
(2010) International Workshop on Statistical Modelling
MacDonald, A., Scarrott, C.J. and Lee, D.S (2010) Semi-parametric modelling for extremes with threshold estimation International Workshop on Statistical Modelling , pp.353-356 [Details]
(2010) New Zealand Finance Colloquium
Rea, A.M., Rea, W., Reale, M., Scarrott, C.J. and Storti, G. (2010) Graphical models of multivariate volatility New Zealand Finance Colloquium [Details]
(2009) International Congress on Modelling and Simulation
Zhao, X., Oxley, L., Scarrott, C.J. and Reale, M. (2009) Extreme value GARCH modelling with Bayesian inference International Congress on Modelling and Simulation [Details]
(2009) Proc. of Applied Statistics Education and Research Conference
MacDonald, Anna and Scarrott, Carl and Lee, Dominic (2009) Bayesian Inference for an Extreme Value Mixture Model Proc. of Applied Statistics Education and Research Conference [Details]
(2007) International Congress on Modelling and Simulation
Rea, A.M., Reale, M. and Scarrott, C.J. (2007) Graphical models of multivariate volatility International Congress on Modelling and Simulation [Details]
(2007) International Congress on Modelling and Simulation-Land, Water and Environmental Management: Integrated Systems for Sustainability, MODSIM07
Zhao, X and Hou, Q and Lee, D and Reale, M and Scarrott, C and Russell, G and MacDonald, A and Zahari, M (2007) A comparison between alternative volatility estimations: Application on blood oxygen concentration of preterm infants International Congress on Modelling and Simulation-Land, Water and Environmental Management: Integrated Systems for Sustainability, MODSIM07 , pp.2027-2033 [Details]
(2006) Proceedings of the 21st international workshop on statistical modelling
Scarrott, C and Tunnicliffe-Wilson, Granville and Tawn, Jonathan (2006) Extreme value modelling of reactor risk Proceedings of the 21st international workshop on statistical modelling , pp.457-465 [Details]
(2001) American statistical association: 2000 proceedings of the section on quality and productivity
Scarrott, Carl J and Tunnicliffe-Wilson, Granville (2001) Spatial Spectral Estimation for Reactor Modelling and Control American statistical association: 2000 proceedings of the section on quality and productivity [Details]
(2000) Industrial Statistics in Action, 8-10 Sep 2000
Scarrott, C.J. and Tunnicliffe-Wilson, G. (2000) Building a statistical model to predict reactor temperatures Industrial Statistics in Action, 8-10 Sep 2000 , pp.292-306 [Details]

Conference Contributions

  Year Publication
Conference on Applied Statistics in Ireland 2018,
Scarrott, Carl Statistical modelling of air pollution and the challenges of communication. [Plenary Lecture], Conference on Applied Statistics in Ireland 2018, Galway . [Details]
(2023) Young ISA Workshop 2023,
Scarrott, C (2023) Plan for Progression. [Plenary Lecture], Young ISA Workshop 2023, Galway , 17-NOV-23. [Details]

Book Review

  Year Publication
(2013) Extreme Value Methods with Applications to Finance by Serguei Y. Novak.
Scarrott, C (2013) Extreme Value Methods with Applications to Finance by Serguei Y. Novak. Book Review [Details]

Computer Program

  Year Publication
(2019) Package evmix 2.12: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; Akbar, A. (2019) Package evmix 2.12: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation. https://cran.r-project.org/web/packages/evmix Computer Program [Details]
(2018) Package evmix 2.10: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; Akbar, A. (2018) Package evmix 2.10: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2018) Package evmix 2.11: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; Akbar, A. (2018) Package evmix 2.11: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2018) Package evmix 2.9: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; Akbar, A. (2018) Package evmix 2.9: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2017) Package evmix 2.8: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; Akbar, A. (2017) Package evmix 2.8: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2017) Package evmix 2.7: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2017) Package evmix 2.7: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2015) Package evmix 2.5: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2015) Package evmix 2.5: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2015) Package evmix 2.4: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2015) Package evmix 2.4: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2015) Package evmix 2.6: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2015) Package evmix 2.6: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2014) Package evmix 2.1: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2014) Package evmix 2.1: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2014) Package evmix 2.3: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2014) Package evmix 2.3: Extreme Value Mixture Modelling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2013) Package evmix 2.0: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Scarrott, C; Hu, Y; (2013) Package evmix 2.0: Extreme Value Mixture Modelling,Threshold Estimation and Boundary Corrected Kernel Density Estimation. Computer Program [Details]
(2013) Package evmix 0.1: Extreme Value Mixture Modeling, Threshold Estimation and Boundary Corrected Kernel Density Estimation.
Hu, Yang and Scarrott, Carl (2013) Package evmix 0.1: Extreme Value Mixture Modeling, Threshold Estimation and Boundary Corrected Kernel Density Estimation. https://cran.r-project.org/web/packages/evmix: Computer Program [Details]

Published Reports

  Year Publication
(2013) Statistical calibration of PM10 concentrations within Canterbury airsheds.
Scarrott, Carl (2013) Statistical calibration of PM10 concentrations within Canterbury airsheds. Environment Canterbury, Canterbury, New Zealand. [Details]
(2009) Statistical estimation and testing of trends in PM10 concentration trends in Christchurch. Addendum 1: Update for 2008 data.
Scarrott, C (2009) Statistical estimation and testing of trends in PM10 concentration trends in Christchurch. Addendum 1: Update for 2008 data. Environment Canterbury, Canterbury, New Zealand. [Details]
(2008) Statistical estimation and testing of trends in PM10 concentrations: Is Christchurch likely to meet the NES target for PM10 concentrations in 2013.
Scarrott, CJ and Reale, M and Newell, J (2008) Statistical estimation and testing of trends in PM10 concentrations: Is Christchurch likely to meet the NES target for PM10 concentrations in 2013. Environment Cantebury, Canterbury, New Zealand. [Details]
(2009) Bayesian extreme value mixture modelling for estimating VaR.
Zhao, Xin and Scarrott, Carl John and Reale, Marco and Oxley, Les (2009) Bayesian extreme value mixture modelling for estimating VaR. Department of Economics and Finance, University of Canterbury, New Zealand. [Details]

Report

  Year Publication
(2012) Targets and limits for Timaru's winter PM10 concentrations.
Scarrott, C (2012) Targets and limits for Timaru's winter PM10 concentrations. Environment Canterbury Report [Details]
(2011) PM10 concentration modelling for Timaru: What is the likelihood of meeting the (revised) NES air quality targets on PM10 concentrations?.
Scarrott, C (2011) PM10 concentration modelling for Timaru: What is the likelihood of meeting the (revised) NES air quality targets on PM10 concentrations?. Environment Canterbury Report [Details]
(2005) A Review of Selective Editing.
Scarrott, C (2005) A Review of Selective Editing. Statistics New Zealand Report [Details]
(2005) Review of Overseas Trade Selective Editing Methodology. Statistics New Zealand.
Scarrott, C (2005) Review of Overseas Trade Selective Editing Methodology. Statistics New Zealand. Statistics New Zealand Report [Details]
(2002) National river catchment ood frequency method using continuous simulation.
Kay, A., Calver, A., Jones, D., Lamb, R., Scarrott, C.J. and Stewart, L. (2002) National river catchment ood frequency method using continuous simulation. CEH Wallingford Report [Details]
(1998) Improved accuracy steady-state PANTHER model of Wylfa R1 and development of power-shaping for Magnox reactors. Addendum 2: A reactor 2 model and further developments.
Scarrott, C (1998) Improved accuracy steady-state PANTHER model of Wylfa R1 and development of power-shaping for Magnox reactors. Addendum 2: A reactor 2 model and further developments. BNFL - Magnox Report [Details]

Research Paper

  Year Publication
(2013) Boundary correction, consistency and robustness of kernel densities using extreme value theory.
MacDonald, A and Scarrott, CJ and Lee, DS (2013) Boundary correction, consistency and robustness of kernel densities using extreme value theory. Research Paper [Details]

Thesis

  Year Publication
(2002) Reactor modelling and risk assessment.
Scarrott, Carl John (2002) Reactor modelling and risk assessment. Thesis [Details]

Employment

  Employer Position From / To
University of Galway Established Professor of Statistical Science /
University of Canterbury Associate Professor /
University of Canterbury Senior Lecturer Above the Bar /
University of Canterbury Senior Lecturer /
University of Canterbury Lecturer /

Education

  Year Institution Qualification Subject
2022 Lancaster University PhD Statistics
1998 Lancaster University BSc (Hons) Mathematics

Honours and Awards

  Year Title Awarding Body
2022 Nominated for CBPPL Dean's Award for Inclusive Teaching CBPPL
2014 General Practice Award Royal Academy of Medicine in Ireland
2008 Nominated for UC Student Association Lecturer of the Year UC Student Association, New Zealand
1998 UG Achievement Prize Institute of Mathematics and It's Application

Professional Associations

  Association Function From / To
New Zealand Statistical Association Member /
Irish Statistical Association Member /
American Statistical Association Member /
Royal Statistical Society Fellow (Member) /

Committees

  Committee Function From / To
BSc in Financial Mathematics and Economics programme board Statistic Representative /
Academic Promotions Committee Member 01-JUL-21 / 30-JUN-22
Ethics Committee Statistical Reviewer 01-JAN-21 /
School of Maths Learning, Teaching and Assessment Member 06-APR-20 /
BComm Programme Board School of Maths Representative Member 06-APR-20 /
School of Maths Athena SWAN Member 06-APR-20 / 31-DEC-21
School of Maths Executive Various 06-APR-20 /

Other Activities

  Description

Statistician on Data Safety Monitoring Board on EMERGE trial (2017-2023)

New Zealand Statistical Association executive member (various roles) 2009-2020

Local statistics seminars organisor, Canterbury in New Zealand in 2008-2020

Local correspondent of New Zealand Statistical Association in 2017-2020

Referee for Annals of Applied Statistics, Extremes, Journal of the Royal Statistical Society B, Computational Statistics and Data Analysis, Journal of Computational and Graphical Statistics, Statistics, Technometrics, Communication in Statistics Theory and Methods, Journal of Applied Statistics, Journal of Applied Financial Economics, Ocean Engineering, International Journal of Climatology and Hydrological Processes.

Teaching Interests

Developed and taught courses at undergraduate and postgraduate level in Statistics, Data Science and Financial Mathematics, for students from a wide range of backgrounds.

Modules Taught

  Term/Year Module Title Module Code Subject / Desc
2020 Probability Models ST1111
2020 Data Science for Business Analytics I ST1120
2020 Statistics for AI ST5001
2020 Foundations of Genomics Data Science MA653
2020 Final Year Project MM4000
2021 Probability Models ST1111
2021 Data Science for Business Analytics I ST1120
2021 Statistical Modelling ST413
2021 Introduction to Statistical Data ST237
2021 Statistics for Data Science I ST2001
2021 Modern Statistical Methods ST4040
2021 Foundations of Genomics Data Science MA653
2021 Final Year Project MM4000
2022 Probability Models ST1111
2022 Data Science for Business Analytics II ST2120
2022 Statistics for Data Science I ST2001
2022 Introduction to Statistical Data ST237
2022 Statistical Inference ST2004
2022 Modern Statistical Methods ST4140
2022 Foundations of Genomics Data Science MA653
2022 Final Year Project MM4000
2023 Modern Statistical Methods ST4140
2023 Statistics for Data Science I ST2001
2023 Data Science for Business Analytics II ST2120
2023 Statistical Inference ST2004
2023 Final Year Project MM4000