Research

Research

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  1. Department of Statistics
  2. Research
  3. Publications by Department Members

Publications by Department Members

2016

Jung WHee, Sham A, White R, Kronstad JW. Correction: Iron Regulation of the Major Virulence Factors in the AIDS-Associated Pathogen Cryptococcus neoformans. PLoS Biol. Public Library of Science; 2016;14:e1002410.
Karim ME, Gustafson P, Petkau J, Tremlett T. Comparison of statistical approaches for dealing with immortal time bias in drug effectiveness studies. American Journal of Epidemiology. 2016;184:857-858.
Karim MEhsanul, Gustafson P. Hypothesis Testing for an Exposure–Disease Association in Case–Control Studies Under Nondifferential Exposure Misclassification in the Presence of Validation Data: Bayesian and Frequentist Adjustments. Statistics in Biosciences. Springer; 2016;:1–19.
Karim MEhsanul, Gustafson P, Petkau J, Tremlett H. Comparison of Statistical Approaches for Dealing With Immortal Time Bias in Drug Effectiveness Studies. American Journal of Epidemiology. Oxford University Press; 2016;:kwv445.
Karim ME, Gustafson P, Petkau J, Tremlett H, Group BAMSStudy. Comparison of statistical approaches for dealing with immortal time bias in drug effectiveness studies. American Journal of Epidemiology. 2016;184:325-335.
Kepplinger D, Salibian-Barrera M, Freue GVCohen. Initial estimators for regularized robust methods in high-dimensional settings. In 22nd International Conference on Computational Statistics. 2016.
Khalili A, Chen J, Stephens DA. Regularization in Regime-Switching Gaussian Autoregressive Models. In Advanced Statistical Methods in Data Science. Springer Singapore; 2016. pp. 13–34.
Kondo Y, Salibian-Barrera M, Zamar R. RSKC: An R Package for a Robust and Sparse K-Means Clustering Algorithm. Journal of Statistical Software [Internet]. 2016;72:1–26. https://www.jstatsoft.org/index.php/jss/article/view/v072i05
Lau K, Salibian-Barrera M, Lampe L. Modulation recognition in the 868 MHz band using classification trees and random forests. {AEU} - International Journal of Electronics and Communications [Internet]. 2016;70:1321 - 1328. http://www.sciencedirect.com/science/article/pii/S1434841116303430
Leung A, Cook LS, Swenerton K, Le ND, Gilks BC, Gallagher RP, et al. Tea, coffee, and caffeinated beverage consumption and risk of epithelial ovarian cancers. Cancer Epidemiology [Internet]. 2016;45. http://dx.doi.org/10.1016/j.canep.2016.10.010
Leung A, Zhang H, Zamar R. Robust regression estimation and inference in the presence of cellwise and casewise contamination. Computational Statistics & Data Analysis. Elsevier; 2016;.
Liu Y, Zidek JV, Trites A, Battaile B. Bayesian Data Fusion Approaches to Predicting Spatial Tracks: Application to Marine Mammals. Annals of Applied Statistics. 2016;:Accepted.
Liu J, Gustafson P, Huo D. Bayesian adjustment for the misclassification in both dependent and independent variables with application to a breast cancer study. Statistics in Medicine. 2016;.
McConechy MK, Talhouk A, Leung S, Chiu DS, Yang W, Senz J, et al. Endometrial carcinomas with POLE exonuclease domain mutations have a favorable prognosis. Clinical Cancer Research [Internet]. 2016;. http://clincancerres.aacrjournals.org/content/early/2016/01/13/1078-0432.CCR-15-2233.abstract
McPherson A, others . Divergent modes of clonal spread and intraperitoneal mixing in high-grade serous ovarian cancer. Nature Genetics. 2016;48:758–767.
Mostafavi S, Yoshida H, Moodley D, LeBoité H, Rothamel K, Raj T, et al.. Parsing the Interferon Transcriptional Network and Its Disease Associations. Cell. Elsevier; 2016;164:564–578.
Ng CT, Joe H. Comparison of non-nested models under a general measure of distance. Journal of Statistical Planning and Inference. Elsevier Science BV; 2016;170:166-185.
Nguyen A-L, Lam J, White R, Carruthers R, Traboulsee A. Prospective study of Retinal Nerve Fibre Layer Thickness in Alemtuzumab Treated Multiple Sclerosis Patients (P3. 083). Neurology. Lippincott Williams & Wilkins; 2016;86:P3–083.
Rennison DJ, Owens GL, Heckman N, Schluter D, Veen T. Rapid adaptive evolution of colour vision in the threespine stickleback radiation. Proceedings of the Royal Society of London B: Biological Sciences [Internet]. 2016;283. http://rspb.royalsocietypublishing.org/content/283/1830/20160242
Riddell CA, Zhao Y, Petkau J. An adaptive clinical trials procedure for a sensitive subgroup examined in the multiple sclerosis context. Statistical Methods in Medical Research [Internet]. 2016;25:1330-1345. http://smm.sagepub.com/content/early/2013/04/01/0962280213480576
Roth A, McPherson A, Laks E, Biele J, Yap D, Wan A, et al. Clonal genotype and population structure inference from single-cell tumor sequencing. Nature Methods. 2016;13:575–576.
Salibian-Barrera M, Van Aelst S, Yohai VJ. Robust tests for linear regression models based on tau-estimates. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2016;93:436-455.
Shaddick G, Zidek JV, Liu Y. Mitigating the effects of preferentially selected monitoring sites for environmental policy and health risk analysis. Spatial and Spatio-temporal epidemiology. 2016;18:44-52.
Shahriari B, Bouchard-Côté A, de Freitas N. Unbounded Bayesian optimization via regularization. In AISTATS. 2016. pp. 1168–1176.
Surjanovic S. Using computer model uncertainty to inform the design of physical experiments: An application in glaciology. Simon Fraser University; 2016.
Talhouk A, Kommoss S, Mackenzie R, Cheung M, Leung S, Chiu DS, et al. Single-Patient Molecular Testing with NanoString nCounter Data Using a Reference-Based Strategy for Batch Effect Correction. PLoS ONE [Internet]. Public Library of Science; 2016;11:1-18. http://dx.doi.org/10.1371%2Fjournal.pone.0153844
Tam EW, Chau V, Barkovich AJ, Ferriero DM, Miller SP, Rogers EE, et al. Early postnatal docosahexaenoic acid levels and improved preterm brain development. Pediatr. Res. 2016;.
Tomal JH, Welch WJ, Zamar RH. Exploiting Multiple Descriptor Sets in QSAR Studies. Journal of chemical information and modeling [Internet]. 2016;56:501–509. http://pubs.acs.org/doi/abs/10.1021/acs.jcim.5b00663
Wong SWK, LUM CONROY, WU LANG, Zidek JV. Quantifying Uncertainty in Lumber Grading and Strength Prediction: A Bayesian Approach. Technometrics [Internet]. 2016;58:236–243. http://dx.doi.org/10.1080/00401706.2015.1033108
Xia M, Gustafson P. Bayesian regression models adjusting for unidirectional covariate misclassification. Canadian Journal of Statistics. 2016;44:198–218.
Yu X, Chen J, Brant R. Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. 2016;177:64–73.
Yu X, Chen J, Brant R. Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. North-Holland; 2016;177:64–73.
Zhai Y, Bouchard-Côté A. Inferring history of human populations using single-nucleotide polymorphism. Annals of Applied Stat. 2016;10:2047–2074.
Zhai Y, Bouchard-Côté A. Inferring history of human populations using single-nucleotide polymorphism. Annals of Applied Statistics. 2016;10:2047–2074.
Zhang T, Kingwell E, De Jong HJI, Zhu F, Zhao Y, Carruthers R, et al. Association between the use of selective serotonin reuptake inhibitors and multiple sclerosis disability progression. Pharmacoepidemiology and Drug Safety. 2016;.
Zhang T, Kingwell E, DeJong HJI, Zhu F, Zhao Y, Carruthers R, et al. Association between the use of selective serotonin reuptake inhibitors and multiple sclerosis disability progression. Pharmacoepidemiology and Drug Safety. 2016;25:1150-1159.
Zwicker JG, Miller SP, Grunau RE, Chau V, Brant R, Studholme C, et al. Smaller Cerebellar Growth and Poorer Neurodevelopmental Outcomes in Very Preterm Infants Exposed to Neonatal Morphine. J. Pediatr. 2016;.

2015

Agostinelli C, Leung A, Yohai VJ, Zamar RH. Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination. TEST. 233 SPRING ST, NEW YORK, NY 10013 USA: SPRINGER; 2015;24:441-461.
Agostinelli C, Leung A, Yohai VJ, Zamar RH. Rejoinder on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination. TEST. 233 SPRING ST, NEW YORK, NY 10013 USA: SPRINGER; 2015;24:484-488.
Ardlie KG, DeLuca DS, Segre AV, Sullivan TJ, Young TR, Gelfand ET, et al. The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans. SCIENCE. 1200 NEW YORK AVE, NW, WASHINGTON, DC 20005 USA: AMER ASSOC ADVANCEMENT SCIENCE; 2015;348:648-660.
Barr RG, Rajabali F, Aragon M, Colbourne M, Brant R. Education about crying in normal infants is associated with a reduction in pediatric emergency room visits for crying complaints. J Dev Behav Pediatr. 2015;36:252–257.
Boente G, Salibian-Barrera M. S-Estimators for Functional Principal Component Analysis. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2015;110:1100-1111.
Bouchard-Côté A, Doucet A, Roth A. Particle Gibbs split-merge sampling for Bayesian inference in mixture models. Journal of Machine Learning Research. 2015;(Accepted).
Brechmann EC, Joe H. Truncation of vine copulas using fit indices. Journal of Multivariate Analysis. Elsevier Inc; 2015;138:19-33.
Cai S, Chen J, Zidek JV. Hypothesis testing in the presence of multiple samples under a density ratio model. Statistica Sinica. 2015;:Accepted.
Campbell T, How JP. Bayesian nonparametric set construction for robust optimization. In American Control Conference. 2015.
Campbell T, Straub J, Fisher J, How JP. Streaming, distributed variational inference for Bayesian nonparametrics. In Advances in Neural Information Processing Systems. 2015.
Chen J. The joy of proofs in statistical research. Canadian Journal of Statistics. 2015;43:481–497.
Crane JM, Magee LA, Lee T, Synnes A, von Dadelszen P, Dahlgren L, et al. Maternal and perinatal outcomes of pregnancies delivered at 23 weeks' gestation. J Obstet Gynaecol Can. 2015;37:214–224.
Dong J, Zhao Y, Petkau AJ, Li DKB, Riddehough A, Traboulsee A. Further investigation of safety monitoring guidelines based on magnetic resonance imaging lesion activity in multiple sclerosis clinical trials. Multiple Sclerosis Journal [Internet]. 2015;21:101-104. http://msj.sagepub.com/content/early/2014/05/20/1352458514533846

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