Research output per year
Research output per year
Personal profile
Research Interests
Flexible statistical modelling
Penalised regression
Neural networks
Random effects
Survival and time-to-event analysis
Reliability theory
Industrial modelling
Teaching Interests
MS6051 Statistical Inference for Data Science (2021 - present)
MS4214 Statistical Inference (2015 - present)
MS4218 Time Series Analysis (2015 - present)
MA4004 Engineering Mathematics 4 (2015 - present)
MA4413 Statistics for Computing (2014 - 2016)
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.
Fingerprint
Dive into the research topics where Kevin Burke is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A statistical modelling approach to feedforward neural network model selection
McInerney, A. & Burke, K., Aug 2025, In: Statistical Modelling. 25, 4, p. 323-342 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Fitting deep neural networks into the statistical regression modelling setting
Ha, I. D. & Burke, K., Jun 2025, In: Japanese Journal of Statistics and Data Science. 8, 1, p. 425-449 25 p.Research output: Contribution to journal › Article › peer-review
-
Modelling Task Durations Towards Automated, Big Data, Process Mining
Faddy, M., Yang, L., McClean, S., Donnelly, M., Khan, K. & Burke, K., 1 Jan 2025, In: Applied Stochastic Models in Business and Industry. 41, 1, e2933.Research output: Contribution to journal › Article › peer-review
Open Access -
A cross-sectional study of the relative availability and prominence of shelf space allocated to healthy and unhealthy foods in supermarkets in urban Ireland, by area-level deprivation
O’Mahony, S., Collins, N., Doyle, G., McCann, A., Burke, K., Moore, A. & Gibney, E. R., Dec 2024, In: BMC Public Health. 24, 1, 2689.Research output: Contribution to journal › Article › peer-review
Open Access -
Binomial Confidence Intervals for Rare Events: Importance of Defining Margin of Error Relative to Magnitude of Proportion
McGrath, O. & Burke, K., 2024, In: American Statistician. 78, 4, p. 437-449 13 p.Research output: Contribution to journal › Article › peer-review
Open Access