Dr. Kevin Burke
Biography
Dr. Kevin Burke was appointed to a Lectureship in Statistics at the University of Limerick in 2015, and was previously the Director of the Industrial Mathematics Unit from 2016 - 2020.Research Interests
Flexible statistical modellingPenalised regression
Neural networks
Random effects
Survival and time-to-event analysis
Reliability theory
Industrial modelling
Peer Reviewed Journals
An alternative formulation of Coxian phase-type distributions with covariates: Application to emergency department length of stay
Rizk J, Walsh C and Burke K (2021) An alternative formulation of Coxian phase-type distributions with covariates: Application to emergency department length of stay. Statistics in medicine
Read moreSerum uric acid and mortality thresholds among men and women in the Irish health system: A cohort study
Browne LD, Jaouimaa FZ, Walsh C, Perez-Ruiz F, Richette P, Burke K and Stack AG (2021) Serum uric acid and mortality thresholds among men and women in the Irish health system: A cohort study. European Journal Of Internal Medicine
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Multi-Parameter Regression Survival Modelling with Random Effects
Jaouimaa FZ, Ha ID and Burke K (2021) Multi-Parameter Regression Survival Modelling with Random Effects. Arxiv Preprint Arxiv:2111.08573
Read moreBinomial confidence intervals for rare events: importance of defining margin of error relative to magnitude of proportion
McGrath O and Burke K (2021) Binomial confidence intervals for rare events: importance of defining margin of error relative to magnitude of proportion. Arxiv Preprint Arxiv:2109.02516
Read moreAn age-structured SEIR model for COVID-19 incidence in Dublin, Ireland with framework for evaluating health intervention cost
Jaouimaa FZ, Dempsey D, Van Osch S, Kinsella S, Burke K, Wyse J, Sweeney J (2021) An age-structured SEIR model for COVID-19 incidence in Dublin, Ireland with framework for evaluating health intervention cost. Plos One
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Variable Selection Using a Smooth Information Criterion for Multi-Parameter Regression Models
O'Neill M and Burke K (2021) Variable Selection Using a Smooth Information Criterion for Multi-Parameter Regression Models. Arxiv Preprint Arxiv:2110.02643
Read moreThe 'Mathematics Problem' and preservice post primary mathematics teachers - analysing 17 years of diagnostic test data
Fitzmaurice O, Walsh R and Burke K (2021) The 'Mathematics Problem' and preservice post primary mathematics teachers - analysing 17 years of diagnostic test data. International Journal Of Mathematical Education In Science And Technology
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A bivariate power generalized Weibull distribution: a flexible parametric model for survival analysis
Jones MC, Noufaily A and Burke K (2020) A bivariate power generalized Weibull distribution: a flexible parametric model for survival analysis. Statistical Methods In Medical Research
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A Data-Driven Control-Theoretic Paradigm for Pandemic Mitigation with Application to Covid-19
Burke K and Barmish BR (2020) A Data-Driven Control-Theoretic Paradigm for Pandemic Mitigation with Application to Covid-19. Arxiv Preprint Arxiv:2008.06347
Read moreOn the non-uniqueness of representations of coxian phase-type distributions
Rizk J, Burke K and Walsh C (2019) On the non-uniqueness of representations of coxian phase-type distributions. Arxiv Preprint Arxiv:1901.03849
Read morePenalized Variable Selection in Multi-Parameter Regression Survival Modelling
Jaouimaa FZ, Ha ID and Burke K (2019) Penalized Variable Selection in Multi-Parameter Regression Survival Modelling. Arxiv Preprint Arxiv:1907.01511
Read morempr: multi-parameter regression (MPR)
Burke K (2016) mpr: multi-parameter regression (MPR). R Package Version
Read moreBooks
Book Chapters
Edited Books
Other Journals
Conference Publications
2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI)
Yang L, McClean S, Donnelly M, Burke K and Khan K (2021) 2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI).
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2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI)
O'Neill M, Morgan J and Burke, K (2021) 2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI).
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2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
Yang L, McClean S, Donnelly M, Khan K and Burke K (2020) 2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).
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