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Saman Muthukumarana, Professor of Statistics, University of Manitoba
Saman Muthukumarana, Professor of Statistics, University of Manitoba
Director | Data Science Nexus & Head, Department of Statistics
Verified email at Umanitoba.ca - Homepage
Title
Cited by
Cited by
Year
Modelling and simulation for one‐day cricket
TB Swartz, PS Gill, S Muthukumarana
Canadian Journal of Statistics 37 (2), 143-160, 2009
722009
A Bayesian stochastic model for batting performance evaluation in one-day cricket
T Koulis, S Muthukumarana, CD Briercliffe
Journal of Quantitative Analysis in Sports 10 (1), 1-13, 2014
282014
Breeding latitude is associated with the timing of nesting and migration around the annual calendar among Purple Martin (Progne subis) populations
LR Neufeld, S Muthukumarana, JD Fischer, JD Ray, J Siegrist, KC Fraser
Journal of Ornithology 162 (4), 1009-1024, 2021
222021
Meta-analysis using Dirichlet process
S Muthukumarana, RC Tiwari
Statistical Methods in Medical Research 25 (1), 352-365, 2016
172016
Assessing feature selection method performance with class imbalance data
S Matharaarachchi, M Domaratzki, S Muthukumarana
Machine Learning with Applications 6, 100170, 2021
162021
Bayesian analysis of mark‐recapture data with travel time‐dependent survival probabilities
S Muthukumarana, CJ Schwarz, TB Swartz
Canadian Journal of Statistics 36 (1), 5-21, 2008
162008
Identifying distinct healthcare pathways during episodes of chronic obstructive pulmonary disease exacerbations
JP Kuwornu, LM Lix, JM Quail, E Forget, S Muthukumarana, XE Wang, ...
Medicine 95 (9), e2888, 2016
152016
Social network analysis and community detection on spread of COVID-19
AN Wickramasinghe, S Muthukumarana
Model Assisted Statistics and Applications 16 (1), 37-52, 2021
142021
A generalized p-value approach for assessing noninferiority in a three-arm trial
MA Gamalo, S Muthukumarana, P Ghosh, RC Tiwari
Statistical Methods in Medical Research 22 (3), 261-277, 2013
142013
A semiparametric Bayesian approach to network modelling using Dirichlet process prior distributions
P Ghosh, P Gill, S Muthukumarana, T Swartz
Australian & New Zealand Journal of Statistics 52 (3), 289-302, 2010
142010
Temperature clusters in commercial buildings using k-means and time series clustering
A Wickramasinghe, S Muthukumarana, D Loewen, M Schaubroeck
Energy Informatics 5 (1), 1, 2022
132022
Discovering long covid symptom patterns: Association rule mining and sentiment analysis in social media tweets
S Matharaarachchi, M Domaratzki, A Katz, S Muthukumarana
JMIR Formative Research 6 (9), e37984, 2022
122022
A Bayesian approach for the analysis of triadic data in cognitive social structures
TB Swartz, PS Gill, S Muthukumarana
Journal of the Royal Statistical Society Series C: Applied Statistics 64 (4 …, 2015
122015
Bayesian analysis of ordinal survey data using the Dirichlet process to account for respondent personality traits
S Muthukumarana, TB Swartz
Communications in Statistics-Simulation and Computation 43 (1), 82-98, 2014
122014
Discussion: Towards a Bayesian analysis template?
O Gimenez
The Canadian Journal of Statistics/La Revue Canadienne de Statistique 36 (1 …, 2008
112008
Assessing the impact of the density and sparsity of the network on community detection using a Gaussian mixture random partition graph generator
A Wickramasinghe, S Muthukumarana
International Journal of Information Technology 14 (2), 607-618, 2022
92022
Modeling mobile apps user behavior using Bayesian networks
I Dharmasena, M Domaratzki, S Muthukumarana
International Journal of Information Technology 13 (4), 1269-1277, 2021
62021
Model-based methods for case definitions from administrative health data: Application to rheumatoid arthritis
K Kroeker, J Widdifield, S Muthukumarana, D Jiang, LM Lix
BMJ open 7 (6), e016173, 2017
62017
Assessing movement patterns using Bayesian state space models on Lake Winnipeg walleye
I Munaweera, S Muthukumarana, DM Gillis, DA Watkinson, C Charles, ...
Canadian Journal of Fisheries and Aquatic Sciences 78 (10), 1407-1421, 2021
52021
Comparison of the accuracy of classification models to estimate healthcare use and costs associated with COPD exacerbations in Saskatchewan, Canada: A retrospective cohort study
JP Kuwornu, GF Teare, JM Quail, E Forget, S Muthukumarana, XE Wang, ...
Canadian Journal of Respiratory Therapy: CJRT= Revue Canadienne de la …, 2017
52017
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Articles 1–20