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.