Jeffrey L. Andrews
Jeffrey L. Andrews
Associate Professor of Statistics, University of British Columbia - Okanagan Campus
Verified email at ubc.ca - Homepage
Title
Cited by
Cited by
Year
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
1462012
Extending mixtures of multivariate t-factor analyzers
JL Andrews, PD McNicholas
Statistics and Computing 21 (3), 361-373, 2011
1092011
Model-based classification via mixtures of multivariate t-distributions
JL Andrews, PD McNicholas, S Subedi
Computational Statistics & Data Analysis 55 (1), 520-529, 2011
782011
Mixtures of modified t-factor analyzers for model-based clustering, classification, and discriminant analysis
JL Andrews, PD McNicholas
Journal of Statistical Planning and Inference 141 (4), 1479-1486, 2011
642011
Variable selection for clustering and classification
JL Andrews, PD McNicholas
Journal of Classification 31 (2), 136-153, 2014
592014
teigen: Model-based clustering and classification with the multivariate t-distribution
JL Andrews, PD McNicholas
R package version 2 (0), 261, 2015
282015
teigen: An R package for model-based clustering and classification via the multivariate t distribution
JL Andrews, JR Wickins, NM Boers, PD McNicholas
Journal of Statistical Software 83 (7), 1-32, 2018
272018
Using evolutionary algorithms for model-based clustering
JL Andrews, PD McNicholas
Pattern Recognition Letters 34 (9), 987-992, 2013
202013
Addressing overfitting and underfitting in Gaussian model-based clustering
JL Andrews
Computational Statistics & Data Analysis 127, 160-171, 2018
162018
vscc: Variable selection for clustering and classification
JL Andrews, PD McNicholas
R package version 0.2, 2013
92013
Monitor ionizing radiation-induced cellular responses with Raman Spectroscopy, non-negative matrix factorization, and non-negative least squares
X Deng, R Ali-Adeeb, JL Andrews, P Shreeves, JJ Lum, A Brolo, A Jirasek
Applied spectroscopy 74 (6), 701-711, 2020
52020
Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells
K Milligan, X Deng, P Shreeves, R Ali-Adeeb, Q Matthews, A Brolo, ...
Scientific reports 11 (1), 1-11, 2021
22021
Nonnegative Matrix Factorization with Group and Basis Restrictions
P Shreeves, JL Andrews, X Deng, R Ali-Adeeb, A Jirasek
arXiv preprint arXiv:2107.00744, 2021
12021
Longitudinal linear combination test for gene set analysis
EK Moez, M Hajihosseini, JL Andrews, I Dinu
BMC bioinformatics 20 (1), 1-19, 2019
12019
A bootstrap‐augmented alternating expectation‐conditional maximization algorithm for mixtures of factor analyzers
P Shreeves, JL Andrews
Stat 8 (1), e243, 2019
12019
The development of a representative multidimensional transient duty cycle for in-service switcher locomotives
MA Hegazi, A Hoffrichter, JL Andrews, G Lovegrove
Proceedings of the Institution of Mechanical Engineers, Part F: Journal of …, 2021
2021
Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer
X Deng, K Milligan, R Ali-Adeeb, P Shreeves, A Brolo, JJ Lum, ...
Applied Spectroscopy, 00037028211035398, 2021
2021
Assessing the variability of posterior probabilities in Gaussian model-based clustering
Y Zhang, RP Browne, JL Andrews
Communications in Statistics-Simulation and Computation, 1-11, 2021
2021
66: Early Detection of Recurrence in Patients Treated with Lung Stereotactic Ablative Radiotherapy (SABR) Using Radiomics
T Kunkyab, B Mou, A Jirasek, C Haston, J Andrews, S Thomas, D Hyde
Radiotherapy and Oncology 150, S31, 2020
2020
An artificial bee colony algorithm for mixture model-based clustering
AE Culos, JL Andrews, H Afshari
Communications in Statistics-Simulation and Computation, 1-12, 2020
2020
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