Paul D. McNicholas

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Ryan BrowneUniversity of WaterlooVerified email at uwaterloo.ca
Antonio PunzoFull Professor of Statistics, University of CataniaVerified email at unict.it
Brendan MurphyUniversity College DublinVerified email at ucd.ie
Sanjeena Dang (Subedi)Associate Professor and Canada Research Chair, Carleton UniversityVerified email at math.carleton.ca
Brian C. FranczakMacEwan UniversityVerified email at macewan.ca
Jeffrey L. AndrewsAssociate Professor of Statistics, University of British Columbia - Okanagan CampusVerified email at ubc.ca
Cristina TortoraAssociate Professor San Jose State UniversityVerified email at sjsu.edu
Stuart M PhillipsMcMaster UniversityVerified email at mcmaster.ca
Steven RothsteinProfessor of Molecular and Cellular Biology, University of GuelphVerified email at uoguelph.ca
Aaron McDaidIn industry now, after a postdoc in statistical genetics. Might return to bioinformatics!Verified email at ucdconnect.ie
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
Salvatore IngrassiaFull Professor of Statistics, Università di Catania (Italy)Verified email at unict.it
Utkarsh J. DangCarleton UniversityVerified email at carleton.ca
David M MutchProfessor, University of GuelphVerified email at uoguelph.ca
Irene VrbikUniversity British Columbia OkanaganVerified email at ubc.ca
Tsung-l LinInstitute of Statistics, National Chung Hsing UniversityVerified email at nchu.edu.tw
Jessica C. RalstonUniversity College DublinVerified email at ucd.ie
Nicholas M. BoersInstructor, Grant MacEwan UniversityVerified email at macewan.ca

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, 285-296, 2008	348	2008
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	344	2019
Mixture Model-Based Classification PD McNicholas Chapman & Hall/CRC Press, 2016	240	2016
Model-based clustering of microarray expression data via latent Gaussian mixture models PD McNicholas, TB Murphy Bioinformatics 26 (21), 2705-2712, 2010	224	2010
Model-based clustering PD McNicholas Journal of Classification 33, 331-373, 2016	221	2016
A mixture of generalized hyperbolic distributions RP Browne, PD McNicholas Canadian Journal of Statistics 43 (2), 176-198, 2015	188	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	168	2013
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions: The tEIGEN family JL Andrews, PD McNicholas Statistics and Computing 22, 1021-1029, 2012	168	2012
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	158	2010
Model‐based clustering of longitudinal data PD McNicholas, TB Murphy Canadian Journal of Statistics 38 (1), 153-168, 2010	137	2010
Statistical challenges of administrative and transaction data DJ Hand Journal of the Royal Statistical Society Series A: Statistics in Society 181 …, 2018	133	2018
Standardising the lift of an association rule PD McNicholas, TB Murphy, M O’Regan Computational Statistics & Data Analysis 52 (10), 4712-4721, 2008	128	2008
Muscle androgen receptor content but not systemic hormones is associated with resistance training-induced skeletal muscle hypertrophy in healthy, young men RW Morton, K Sato, MPB Gallaugher, SY Oikawa, PD McNicholas, ... Frontiers in physiology, 1373, 2018	123	2018
Extending mixtures of multivariate t-factor analyzers JL Andrews, PD McNicholas Statistics and Computing 21, 361-373, 2011	116	2011
Model-based classification using latent Gaussian mixture models PD McNicholas Journal of Statistical Planning and Inference 140 (5), 1175-1181, 2010	114	2010
Parsimonious mixtures of multivariate contaminated normal distributions A Punzo, PD McNicholas Biometrical Journal 58 (6), 1506-1537, 2016	110	2016
Mixtures of skew-t factor analyzers PM Murray, RP Browne, PD McNicholas Computational Statistics & Data Analysis 77, 326-335, 2014	104	2014
Estimating common principal components in high dimensions RP Browne, PD McNicholas Advances in Data Analysis and Classification 8, 217-226, 2014	100	2014
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	95	2016
Parsimonious skew mixture models for model-based clustering and classification I Vrbik, PD McNicholas Computational Statistics & Data Analysis 71, 196-210, 2014	94	2014

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