Paul D. McNicholas
Paul D. McNicholas
Professor & Canada Research Chair, McMaster University, Ontario, Canada
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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
Parsimonious Gaussian mixture models
PD McNicholas, TB Murphy
Statistics and Computing 18, 285-296, 2008
Mixture Model-Based Classification
PD McNicholas
Chapman & Hall/CRC Press, 2016
Model-based clustering
PD McNicholas
Journal of Classification 33, 331-373, 2016
Model-based clustering of microarray expression data via latent Gaussian mixture models
PD McNicholas, TB Murphy
Bioinformatics 26 (21), 2705-2712, 2010
A mixture of generalized hyperbolic distributions
RP Browne, PD McNicholas
Canadian Journal of Statistics 43 (2), 176-198, 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
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
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
Statistical challenges of administrative and transaction data
DJ Hand
Journal of the Royal Statistical Society Series A: Statistics in Society 181 …, 2018
Model‐based clustering of longitudinal data
PD McNicholas, TB Murphy
Canadian Journal of Statistics 38 (1), 153-168, 2010
Standardising the lift of an association rule
PD McNicholas, TB Murphy, M O’Regan
Computational Statistics & Data Analysis 52 (10), 4712-4721, 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 9, 399305, 2018
Extending mixtures of multivariate t-factor analyzers
JL Andrews, PD McNicholas
Statistics and Computing 21, 361-373, 2011
Model-based classification using latent Gaussian mixture models
PD McNicholas
Journal of Statistical Planning and Inference 140 (5), 1175-1181, 2010
Parsimonious mixtures of multivariate contaminated normal distributions
A Punzo, PD McNicholas
Biometrical Journal 58 (6), 1506-1537, 2016
Mixtures of skew-t factor analyzers
PM Murray, RP Browne, PD McNicholas
Computational Statistics & Data Analysis 77, 326-335, 2014
Estimating common principal components in high dimensions
RP Browne, PD McNicholas
Advances in Data Analysis and Classification 8, 217-226, 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
Parsimonious skew mixture models for model-based clustering and classification
I Vrbik, PD McNicholas
Computational Statistics & Data Analysis 71, 196-210, 2014
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