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
Analysis of Irish third‐level college applications data
IC Gormley, TB Murphy
Journal of the Royal Statistical Society: Series A (Statistics in Society†…, 2006
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
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
A latent space model for rank data
IC Gormley, TB Murphy
ICML Workshop on Statistical Network Analysis, 90-102, 2006
Model based clustering for mixed data: clustMD
D McParland, IC Gormley
Advances in Data Analysis and Classification 10 (2), 155-169, 2016
A grade of membership model for rank data
IC Gormley, TB Murphy
Bayesian Analysis 4 (2), 265-295, 2009
A mixture of experts latent position cluster model for social network data
IC Gormley, TB Murphy
Statistical methodology 7 (3), 385-405, 2010
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
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
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, JOC McGoona, IC Gormley, ...
International orthopaedics 36 (3), 643-646, 2012
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
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
A dynamic probabilistic principal components model for the analysis of longitudinal metabolomics data
G Nyamundanda, IC Gormley, L Brennan
Journal of the Royal Statistical Society: Series C (Applied Statistics) 63†…, 2014
Bi-directional gene set enrichment and canonical correlation analysis identify key diet-sensitive pathways and biomarkers of metabolic syndrome
MJ Morine, J McMonagle, S Toomey, CM Reynolds, AP Moloney, ...
BMC bioinformatics 11 (1), 1-12, 2010
Mixture of experts models
IC Gormley, S FrŁhwirth-Schnatter
Handbook of mixture analysis, 271-307, 2019
Infinite mixtures of infinite factor analysers
K Murphy, C Viroli, IC Gormley
Bayesian Analysis, 2020
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