Isobel Claire Gormley
Isobel Claire Gormley
Professor, School of Mathematics and Statistics, University College Dublin
Verified email at - Homepage
Cited by
Cited by
Probabilistic principal component analysis for metabolomic data
G Nyamundanda, L Brennan, IC Gormley
BMC Bioinformatics 11 (1), 1-11, 2010
A mixture of experts model for rank data with applications in election studies
IC Gormley, TB Murphy
The Annals of Applied Statistics 2 (4), 1452-1477, 2008
Exploring voting blocs within the Irish electorate: A mixture modeling approach
IC Gormley, TB Murphy
Journal of the American Statistical Association 103 (483), 1014-1027, 2008
MetSizeR: selecting the optimal sample size for metabolomic studies using an analysis based approach
G Nyamundanda, IC Gormley, Y Fan, WM Gallagher, L Brennan
BMC Bioinformatics 14 (1), 1-8, 2013
Model based clustering for mixed data: clustMD
D McParland, IC Gormley
Advances in Data Analysis and Classification 10 (2), 155-169, 2016
Clustering with the multivariate normal inverse Gaussian distribution
A O’Hagan, TB Murphy, IC Gormley, PD McNicholas, D Karlis
Computational Statistics & Data Analysis 93, 18-30, 2016
Analysis of Irish third-level college applications data
IC Gormley, TB Murphy
Journal of the Royal Statistical Society Series A: Statistics in Society 169 …, 2006
A latent space model for rank data
IC Gormley, TB Murphy
ICML Workshop on Statistical Network Analysis, 90-102, 2006
A grade of membership model for rank data
IC Gormley, TB Murphy
Bayesian Analysis 4 (2), 265-295, 2009
Predicting cow milk quality traits from routinely available milk spectra using statistical machine learning methods
M Frizzarin, IC Gormley, DP Berry, TB Murphy, A Casa, A Lynch, ...
Journal of Dairy Science 104 (7), 7438-7447, 2021
A mixture of experts latent position cluster model for social network data
IC Gormley, TB Murphy
Statistical Methodology 7 (3), 385-405, 2010
Infinite mixtures of infinite factor analysers
K Murphy, C Viroli, IC Gormley
Bayesian Analysis 15 (3), 937–963, 2020
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap
A O’Hagan, TB Murphy, L Scrucca, IC Gormley
Computational Statistics 34 (4), 1779-1813, 2019
Dislocation of primary total hip arthroplasty and the risk of redislocation
SA Brennan, F Khan, C Kiernan, JM Queally, J McQuillan, IC Gormley, ...
Hip International 22 (5), 500-504, 2012
Mixture of experts models
IC Gormley, S Frühwirth-Schnatter
Handbook of mixture analysis, 271-307, 2019
Clustering South African households based on their asset status using latent variable models
D McParland, IC Gormley, TH McCormick, SJ Clark, CW Kabudula, ...
The Annals of Applied Statistics 8 (2), 747, 2014
Computational aspects of fitting mixture models via the expectation–maximization algorithm
A O’Hagan, TB Murphy, IC Gormley
Computational Statistics & Data Analysis 56 (12), 3843-3864, 2012
Influence of weather variables on pain severity in end-stage osteoarthritis
SA Brennan, T Harney, JM Queally, J O’Connor McGoona, IC Gormley, ...
International Orthopaedics 36, 643-646, 2012
Transcriptomic coordination in the human metabolic network reveals links between n-3 fat intake, adipose tissue gene expression and metabolic health
MJ Morine, AC Tierney, B Van Ommen, H Daniel, S Toomey, IMF Gjelstad, ...
PLoS Computational Biology 7 (11), e1002223, 2011
Differential diagnosis and comorbidity of ADHD and anxiety in adults
K Grogan, CI Gormley, B Rooney, R Whelan, H Kiiski, M Naughton, ...
British Journal of Clinical Psychology 57 (1), 99-115, 2018
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