Paul D. McNicholas

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	All	Since 2016
Citations	4447	3102
h-index	39	34
i10-index	88	82

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200920102011201220132014201520162017201820192020202112 36 84 153 307 416 283 494 492 508 730 846 19

Co-authors

Ryan BrowneUniversity of WaterlooVerified email at uwaterloo.ca
Brendan MurphyUniversity College DublinVerified email at ucd.ie
Antonio PunzoFull Professor of Statistics, University of CataniaVerified email at unict.it
Brian C. FranczakMacEwan UniversityVerified email at macewan.ca
Sanjeena Dang (Subedi)Binghamton UniversityVerified email at binghamton.edu
Jeffrey L. AndrewsAssistant Professor of Statistics, University of British Columbia - Okanagan CampusVerified email at ubc.ca
Cristina TortoraAssistant Professor San Jose State UniversityVerified email at sjsu.edu
Paula M. MurrayUniversity of GuelphVerified email at uoguelph.ca
Salvatore IngrassiaFull Professor of Statistics, Università di Catania (Italy)Verified email at unict.it
Aaron McDaidResearch student, UCD DublinVerified email at ucdconnect.ie
Katherine MorrisOntario College of PharmacistsVerified email at ocpinfo.com
Stuart M PhillipsMcMaster UniversityVerified email at mcmaster.ca
Steven RothsteinProfessor of Molecular and Cellular Biology, University of GuelphVerified email at uoguelph.ca
David M MutchAssociate Professor, University of GuelphVerified email at uoguelph.ca
Utkarsh J. DangBinghamton University, SUNYVerified email at binghamton.edu
Parminder RainaProfessor, McMaster UniversityVerified email at mcmaster.ca
Lehana ThabaneProfessor and Associate Chair, Health Research Methods, Evidence, and Impact, McMaster UniversityVerified email at mcmaster.ca
Russell Jude de SouzaAssociate Professor, McMaster UniversityVerified email at mcmaster.ca
Alexandra MayhewMcMaster UniversityVerified email at mcmaster.ca
Tsung-l LinInstitute of Statistics, National Chung Hsing UniversityVerified email at nchu.edu.tw

Paul D. McNicholas

Professor & Canada Research Chair, McMaster University, Ontario, Canada

Verified email at math.mcmaster.ca - Homepage

Classification Computational statistics Mixture models Model-based clustering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Parsimonious Gaussian mixture models PD McNicholas, TB Murphy Statistics and Computing 18 (3), 285-296, 2008	266	2008
Model-based clustering of microarray expression data via latent Gaussian mixture models PD McNicholas, TB Murphy Bioinformatics 26 (21), 2705-2712, 2010	192	2010
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models PD McNicholas, TB Murphy, AF McDaid, D Frost Computational Statistics & Data Analysis 54 (3), 711-723, 2010	136	2010
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions JL Andrews, PD McNicholas Statistics and Computing 22 (5), 1021-1029, 2012	135	2012
Mixture Model-Based Classification PD McNicholas Chapman & Hall/CRC Press, 2016	133	2016
A mixture of generalized hyperbolic distributions RP Browne, PD McNicholas Canadian Journal of Statistics 43 (2), 176-198, 2015	126	2015
Mixtures of shifted asymmetriclaplace distributions BC Franczak, RP Browne, PD McNicholas IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (6), 1149-1157, 2013	124	2013
Model-based clustering PD McNicholas Journal of Classification 33 (3), 331-373, 2016	111	2016
Extending mixtures of multivariate t-factor analyzers JL Andrews, PD McNicholas Statistics and Computing 21 (3), 361-373, 2011	109	2011
Model‐based clustering of longitudinal data PD McNicholas, TB Murphy Canadian Journal of Statistics 38 (1), 153-168, 2010	104	2010
Model-based classification using latent Gaussian mixture models PD McNicholas Journal of Statistical Planning and Inference 140 (5), 1175-1181, 2010	90	2010
Analytic calculations for the EM algorithm for multivariate skew-t mixture models I Vrbik, PD McNicholas Statistics & Probability Letters 82 (6), 1169-1174, 2012	86	2012
Mixtures of skew-t factor analyzers PM Murray, RP Browne, PD McNicholas Computational Statistics & Data Analysis 77, 326-335, 2014	84	2014
The prevalence of sarcopenia in community-dwelling older adults, an exploration of differences between studies and within definitions: a systematic review and meta-analyses AJ Mayhew, K Amog, S Phillips, G Parise, PD McNicholas, RJ De Souza, ... Age and ageing 48 (1), 48-56, 2019	79	2019
Parsimonious skew mixture models for model-based clustering and classification I Vrbik, PD McNicholas Computational Statistics & Data Analysis 71, 196-210, 2014	79	2014
Standardising the lift of an association rule PD McNicholas, TB Murphy, M O’Regan Computational Statistics & Data Analysis 52 (10), 4712-4721, 2008	77	2008
Model-based learning using a mixture of mixtures of Gaussian and uniform distributions RP Browne, PD McNicholas, MD Sparling IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (4), 814-817, 2011	75	2011
Model-based classification via mixtures of multivariate t-distributions JL Andrews, PD McNicholas, S Subedi Computational Statistics & Data Analysis 55 (1), 520-529, 2011	72	2011
Narrowband UVB and PUVA in the treatment of mycosis fungoides: a retrospective study K Ahmad, S Rogers, PD McNicholas, P Collins Acta dermato-venereologica 87 (5), 413-417, 2007	72	2007
Estimating common principal components in high dimensions RP Browne, PD McNicholas Advances in Data Analysis and Classification 8 (2), 217-226, 2014	69	2014

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