Publications by Department Members
2010
- Sankararaman S, Bouchard-Côté A, Jordan MI. Joint Probabilistic Modeling of Languages and Genes Society for Molecular Biology and Evolution. 2010
- Siden H, Steele R, Brant R, Cadell S, Davies B, Straatman L, et al. Designing and implementing a longitudinal study of children with neurological, genetic or metabolic conditions: charting the territory BMC Pediatr. 2010 10: 67.
- Tharmaratnam K, Claeskens G, Croux C, Salibian-Barrera M. S-Estimation for Penalized Regression Splines Journal of Computational and Graphical Statistics [Internet]. 2010 19: 609-625. DOI: 10.1198/jcgs.2010.08149 URL: http://dx.doi.org/10.1198/jcgs.2010.08149 Software: https://github.com/msalibian/PenalizedS
- Van Aelst S, Welsch R, Zamar RH. Special issue on variable selection and robust procedures COMPUTATIONAL STATISTICS & DATA ANALYSIS. 2010 54: 2879-2882. DOI: 10.1016/j.csda.2010.07.019
- Variyath AMulayath, Chen J, Abraham B. Empirical likelihood based variable selection Journal of Statistical Planning and Inference. 2010 140: 971–981.
- Warde-Farley D, Donaldson SL, Comes O, Zuberi K, Badrawi R, Chao P, et al. The GeneMANIA prediction server: biological network integration for gene prioritization and predicting gene function NUCLEIC ACIDS RESEARCH. 2010 38: W214-W220. DOI: 10.1093/nar/gkq537
- Warnock FF, Castral TC, Brant R, Sekilian M, Leite AM, Owens SdeL, et al. Brief report: Maternal kangaroo care for neonatal pain relief: a systematic narrative review J Pediatr Psychol. 2010 35: 975–984.
- Woolcott CG, Courneya KS, Boyd NF, Yaffe MJ, Terry T, McTiernan A, et al. Mammographic density change with 1 year of aerobic exercise among postmenopausal women: a randomized controlled trial Cancer Epidemiol. Biomarkers Prev.. 2010 19: 1112–1121.
- Wu L, Liu W, Hu XJ. Joint Inference on HIV Viral Dynamics and Immune Suppression in Presence of Measurement Errors Biometrics [Internet]. 2010 66: 327–335. DOI: 10.1111/j.1541-0420.2009.01308.x URL: http://onlinelibrary.wiley.com/doi/10.1111/j.1541-0420.2009.01308.x/abstract
- Yan G, Welch WJ, Zamar RH. Model-based linear clustering CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE. 2010 38: 716-737. DOI: 10.1002/cjs.10082
- Yan G, Welch WJ, Zamar RH. Model-based linear clustering Canadian Journal of Statistics [Internet]. 2010 38: 716–737. URL: http://onlinelibrary.wiley.com/doi/10.1002/cjs.10082/full
- Zhao Y, Petkau A, Traboulsee A, Riddehough A, Li DKB. Does MRI lesion activity regress in secondary progressive multiple sclerosis? Multiple Sclerosis [Internet]. 2010 16: 434-442. DOI: 10.1177/1352458509359726 URL: http://msj.sagepub.com/content/early/2010/02/18/1352458509359726
- Zhu R, Joe H. Negative binomial time series models based on expectation thinning operators Journal of Statistical Planning and Inference. 2010 140: 1874-1888. DOI: 10.1016/j.jspi.2010.01.031
- Zhu R, Joe H. Count data time series models based on expectation thinning Stochastic Models. 2010 26: PII 925211404. DOI: 10.1080/15326349.2010.498318
- Zidek JV, Zimmerman DL. Monitoring network design Handbook of Spatial Statistics. 2010 131–148.
2009
- Ainslie B, Reuten C, Steyn D, Le ND, Zidek JV. Application of an entropy-based Bayesian optimization technique to the redesign of an existing monitoring network for single air pollutants Journal of environmental management. 2009 90: 2715–2729.
- Alqallaf F, Van Aelst S, Yohai VJ, Zamar RH. PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA ANNALS OF STATISTICS. 2009 37: 311-331. DOI: 10.1214/07-AOS588
- Barr RG, Barr M, Fujiwara T, Conway J, Catherine N, Brant R. Do educational materials change knowledge and behaviour about crying and shaken baby syndrome? A randomized controlled trial CMAJ. 2009 180: 727–733.
- Bouchard-Côté A, Griffiths TL, Klein D. Improved reconstruction of protolanguage word forms Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL09). 2009 7: 65–73.
- Bouchard-Côté A, Jordan MI. Optimization of structured mean field objectives Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI09). 2009 25: 67–74.
- Bouchard-Côté A, Petrov S, Klein D. Randomized pruning: efficiently calculating expectations in large dynamic programs Advances in Neural Information Processing Systems 22 (NIPS). 2009 22: 144–152.
- Campbell NR, Brant R, Johansen H, Walker RL, Wielgosz A, Onysko J, et al. Increases in antihypertensive prescriptions and reductions in cardiovascular events in Canada Hypertension. 2009 53: 128–134.
- Chau V, Poskitt KJ, McFadden DE, Bowen-Roberts T, Synnes A, Brant R, et al. Effect of chorioamnionitis on brain development and injury in premature newborns Ann. Neurol.. 2009 66: 155–164.
- Chen J, Li P. Hypothesis test for normal mixture models: The EM approach The Annals of Statistics. 2009 2523–2542.
- Chen J, Tan X. Inference for multivariate normal mixtures Journal of Multivariate Analysis. 2009 100: 1367–1383.
- Chen Z, Chen J. Tournament screening cum EBIC for feature selection with high-dimensional feature spaces Science in China Series A: Mathematics. 2009 52: 1327–1341.
- DeNero J, Bouchard-Côté A. A Hierarchical Dirichlet Process Prior for a Conditional Model of Phrase Alignment Workshop on statistical NLP at Advances in Neural Information Processing Systems 21 (NIPS). 2009
- Dou Y, Le ND, Zidek JV. Bayesian Empirical Orthogonal Functions . 2009
- Dou Y, Le ND, Zidek JV. Temporal prediction with a Bayesian spatial predictor: an application to ozone fields . 2009
- Dunham B. Statistics Clicks: Using Clickers in Introductory Statistics Courses Improving University Teaching. 2009
- Fu Y, Chen J, Kalbfleisch JD. Modified likelihood ratio test for homogeneity in a two-sample problem Statistica Sinica. 2009 19: 1603.
- García-Escudero LAngel, Gordaliza A, San Martin R, Van Aelst S, Zamar R. Robust linear clustering Journal of the Royal Statistical Society: Series B (Statistical Methodology). 2009 71: 301–318.
- Günther OP, Balshaw RF, Scherer A, Hollander Z, Mui A, Triche TJ, et al. Functional genomic analysis of peripheral blood during early acute renal allograft rejection Transplantation. 2009 88: 942–951.
- Gustafson P, Greenland S. Interval estimation for messy observational data Statistical Science [Internet]. 2009 24: 328-342. DOI: 10.1214/09-sts305 URL: http://projecteuclid.org/euclid.ss/1270041259
- Gustafson P. What are the limits of posterior distributions arising from nonidentified models, and why should we care? Journal of the American Statistical Association [Internet]. 2009 104: 1682-1695. DOI: 10.1198/jasa.2009.tm08603 URL: http://www.tandfonline.com/doi/abs/10.1198/jasa.2009.tm08603
- Hossain S, Gustafson P. Bayesian adjustment for covariate measurement errors: a flexible parametric approach Statistics in Medicine. 2009 28: 1580-1600. DOI: 10.1002/sim.3552
- Hosseini R, Le ND, Zidek JV. An analysis of Alberta's climate. Part i: Nonhomogenized data . 2009
- Hosseini R, Zidek JB, Le ND. r-th order categorical Markov chains . 2009
- Hull RD, Pineo GF, Brant R, Liang J, Cook R, Solymoss S, et al. Home therapy of venous thrombosis with long-term LMWH versus usual care: patient satisfaction and post-thrombotic syndrome Am. J. Med.. 2009 122: 762–769.
- Joe H, Lee Y. On weighting of bivariate margins in pairwise likelihood Journal of Multivariate Analysis. 2009 100: 670-685. DOI: 10.1016/j.jmva.2008.07.004
- Klein MC, Brant R, Kaczorowski J. "Preventive induction" fails to demonstrate benefits for mothers or newborn infants Am. J. Obstet. Gynecol.. 2009 200: e13–14.
- Klein MC, Kaczorowski J, Hall WA, Fraser W, Liston RM, Eftekhary S, et al. The attitudes of Canadian maternity care practitioners towards labour and birth: many differences but important similarities J Obstet Gynaecol Can. 2009 31: 827–840.
- Kornak J, Dunham B, Hall DA, Haggard MP. Nonlinear voxel-based modelling of the haemodynamic response in fMRI Journal of Applied Statistics. 2009 36: 237 - 253.
- Lewandowski D, Kurowicka D, Joe H. Generating random correlation matrices based on vines and extended onion method Journal of Multivariate Analysis. 2009 100: 1989-2001. DOI: 10.1016/j.jmva.2009.04.008
- Li P, Chen J, Marriott P. Non-finite Fisher information and homogeneity: an EM approach Biometrika. 2009 asp011.
- Lin D, Hollander Z, Ng RT, Imai C, Ignaszewski A, Balshaw R, et al. Whole blood genomic biomarkers of acute cardiac allograft rejection The Journal of Heart and Lung Transplantation. 2009 28: 927–935.
- Lippert DN, Ralph SG, Phillips M, White R, Smith D, Hardie D, et al. Quantitative iTRAQ proteome and comparative transcriptome analysis of elicitor-induced Norway spruce (Picea abies) cells reveals elements of calcium signaling in the early conifer defense response Proteomics. 2009 9: 350–367.
- Liu J, Gustafson P, Cherry N, Burstyn I. Bayesian analysis of a matched case-control study with expert prior information on both the misclassification of exposure and the exposure-disease association Statistics in Medicine [Internet]. 2009 28: 3411-3423. DOI: 10.1002/sim.3694 URL: http://onlinelibrary.wiley.com/doi/10.1002/sim.3694/abstract
- Loeppky JL, Sacks J, Welch WJ. Choosing the Sample Size of a Computer Experiment: A Practical Guide Technometrics [Internet]. 2009 51: 366-376. DOI: 10.1198/TECH.2009.08040 URL: http://dx.doi.org/10.1198/TECH.2009.08040
- Lysenko N, Roy P, Waeber R. Multivariate extremes of generalized skew-normal distributions Statistics & Probability Letters. 2009 79: 525–533.