Ryan Browne
Title
Cited by
Cited by
Year
Mixtures of shifted asymmetriclaplace distributions
BC Franczak, RP Browne, PD McNicholas
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (6), 1149-1157, 2013
1172013
A mixture of generalized hyperbolic distributions
RP Browne, PD McNicholas
Canadian Journal of Statistics 43 (2), 176-198, 2015
1092015
Mixtures of skew-t factor analyzers
PM Murray, RP Browne, PD McNicholas
Computational Statistics & Data Analysis 77, 326-335, 2014
782014
Estimating common principal components in high dimensions
RP Browne, PD Mcnicholas
Advances in Data Analysis and Classification 8 (2), 217-226, 2014
712014
Model-Based Learning Using a Mixture of Mixtures of Gaussian and Uniform Distributions
R Browne, P McNicholas, M Sparling
Pattern Analysis and Machine Intelligence, IEEE Transactions on, 1-1, 2011
682011
Model-based clustering, classification, and discriminant analysis of data with mixed type
RP Browne, PD McNicholas
Journal of Statistical Planning and Inference 142 (11), 2976-2984, 2012
562012
A mixture of common skew‐t factor analysers
PM Murray, PD McNicholas, RP Browne
Stat 3 (1), 68-82, 2014
492014
A mixture of generalized hyperbolic factor analyzers
C Tortora, PD McNicholas, RP Browne
Advances in Data Analysis and Classification 10 (4), 423-440, 2016
442016
mixture: Mixture models for clustering and classification
RP Browne, PD McNicholas
R package version 1, 11, 2013
422013
Mixtures of multivariate power exponential distributions
UJ Dang, RP Browne, PD McNicholas
Biometrics 71 (4), 1081-1089, 2015
392015
Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models
RP Browne, PD Mcnicholas
Statistics and Computing 24 (2), 203-210, 2014
312014
Model based clustering of high-dimensional binary data
Y Tang, RP Browne, PD McNicholas
Computational Statistics & Data Analysis 87, 84-101, 2015
262015
Multivariate response and parsimony for Gaussian cluster-weighted models
UJ Dang, A Punzo, PD McNicholas, S Ingrassia, RP Browne
Journal of Classification 34 (1), 4-34, 2017
252017
A mixture of variance-gamma factor analyzers
SM McNicholas, PD McNicholas, RP Browne
Big and Complex Data Analysis, 369-385, 2017
222017
Mixtures of variance-gamma distributions
SM McNicholas, PD McNicholas, RP Browne
arXiv preprint arXiv:1309.2695, 2013
222013
Hypothesis testing for mixture model selection
A Punzo, RP Browne, PD McNicholas
Journal of Statistical Computation and Simulation 86 (14), 2797-2818, 2016
212016
On nomenclature for, and the relative merits of, two formulations of skew distributions
A Azzalini, RP Browne, MG Genton, PD McNicholas
Statistics & Probability Letters 110, 201-206, 2016
192016
MixGHD: model based clustering, classification and discriminant analysis using the mixture of generalized hyperbolic distributions
C Tortora, RP Browne, BC Franczak, PD McNicholas
R package version 1, 2015
182015
Hidden truncation hyperbolic distributions, finite mixtures thereof, and their application for clustering
PM Murray, RP Browne, PD McNicholas
Journal of Multivariate Analysis 161, 141-156, 2017
172017
Unsupervised learning via mixtures of skewed distributions with hypercube contours
BC Franczak, C Tortora, RP Browne, PD McNicholas
Pattern Recognition Letters 58, 69-76, 2015
172015
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