24 citations · 91 across the 16 of their papers we have counts for
4 papers · 1 filter
Multi-Parameter Regression Survival Modelling with Random Effects
Fatima-Zahra Jaouimaa, Il Do Ha, Kevin Burke
We consider a parametric modelling approach for survival data where covariates are allowed to enter the model through multiple distributional parameters, i.e., scale and shape. Thi…
Variable Selection Using a Smooth Information Criterion for Distributional Regression Models
Meadhbh O'Neill, Kevin Burke
Modern variable selection procedures make use of penalization methods to execute simultaneous model selection and estimation. A popular method is the LASSO (least absolute shrinkag…
Binomial confidence intervals for rare events: importance of defining margin of error relative to magnitude of proportion
Owen McGrath, Kevin Burke
Confidence interval performance is typically assessed in terms of two criteria: coverage probability and interval width (or margin of error). In this paper, we assess the performan…
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention cost
Fatima-Zahra Jaouimaa, Daniel Dempsey, Suzanne van Osch +4
Strategies adopted globally to mitigate the threat of COVID-19 have primarily involved lockdown measures with substantial economic and social costs with varying degrees of success.…