Research

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Publications by Department Members

2017

Lenzi A, de Souza CPE, Dias R, Garcia NL, Heckman NE. Analysis of Aggregated Functional Data from Mixed Populations with Application to Energy Consumption. Environmetrics. 2017; 28(2).
Lindsten F, Johansen AM, Naesseth CA, Kirkpatrick B, Schon TB, Aston J, et al. Divide-and-conquer with sequential Monte Carlo. Journal of Computational Statistics and Graphics. 2017;26:445–458.
McCandless LC, Gustafson P. A comparison of Bayesian and Monte Carlo sensitivity analysis for unmeasured confounding. Statistics in medicine. Wiley Online Library; 2017;36:2887–2901.
McPherson A, Roth A, Ha G, Chauve C, Steif A, de Souza CPE, et al. ReMixT: clone-specific genomic structure estimation in cancer. Genome Biology. 2017;18.
Nolde N, Ziegel J. Elicitability and backtesting: Perspectives for banking regulation. The Annals of Applied Statistics. 2017;11:1833--1874.
Salehi S, Steif A, Roth A, Aparicio S, Bouchard-Côté A, Shah SP. ddClone: joint statistical inference of clonal populations from single-cell and bulk tumor sequencing data. Genome Biology. 2017;18.
Shaddick G, Thomas M, Jobling A, Brauer M, van Donkelaar A, Burnett R, et al. Data Integration Model for Air Quality: A HierarchicalApproach to the Global Estimation of Exposures to Ambient Air Pollution. Applied Statistics. 2017;:In press.
Straub J, Campbell T, How JP, Fisher J. Efficient global point cloud alignment using Bayesian nonparametric mixtures. In IEEE Conference on Computer Vision and Pattern Recognition. 2017.
Tomal JH, Welch WJ, Zamar RH. Discussion of Random-Projection Ensemble Classification by T. I. Cannings and R. J. Samworth. Journal of the Royal Statistical Society B [Internet]. 2017;79:1024-1025. http://dx.doi.org/10.1111/rssb.12228
Vanetti P, Bouchard-Côté A, Deligiannidis G, Doucet A. Piecewise Deterministic Markov Chain Monte Carlo. arXiv. 2017;1707.05296.
Ye Q, Wu L. Two-Step and Likelihood Methods for Joint Models of Longitudinal and Survival Data. Communication in Statistics. 2017;46(8).
Zhai Y, Bouchard-Côté A. A Poissonian model of indel rate variation for phylogenetic tree inference. Systematic Biology. 2017;(Accepted).
Zhai Y, Bouchard-Côté A. A Poissonian model of indel rate variation for phylogenetic tree inference. Systematic Biology. 2017;66:698–714.
Zhang T, Kingwell E, Zhu F, Petkau J, Kastrukoff LF, Marrie RA, et al. Effects of adherence to the first-generation injectable immunomodulatory drugs on disability accumulation in multiple sclerosis: a longitudinal cohort study. British Medical Journal Open [Internet]. 2017;7:ID e018612, 7 pages. https://bmjopen.bmj.com/content/7/9/e018612
Zidek JV, LUM CONROY. Statistical challenges in assessing the engineering properties of forest products. Annual review of statistics and its application - invitation only. 2017;:Accepted.

2016

Bierkens J, Bouchard-Côté A, Doucet A, Duncan AB, Fearnhead P, Roberts G, et al.. Piecewise Deterministic Markov Processes for Scalable Monte Carlo on Restricted Domains. arXiv. 2016;1701.04244.
Cai Y, Zidek JV. Estimating the damage caused by proof loading lumber products. 2016 . Report No.: 277.
Cai S, Chen J. Empirical Likelihood Inference Under Density Ratio Models Based on Type I Censored Samples: Hypothesis Testing and Quantile Estimation. In Advanced Statistical Methods in Data Science. Springer Singapore; 2016. pp. 123–151.
Cai D, Campbell T, Broderick T. Edge-exchangeable graphs and sparsity. In Advances in Neural Information Processing Systems. 2016.
Casquilho-Resende CM, Le ND, Zidek JV. Spatio-temporal Modelling of Temperature Fields in the Pacific Northwest. arXiv:1604.00572 [Internet]. 2016;. https://arxiv.org/abs/1604.00572
Chen J, Li P, Liu Y, Zidek JV. Monitoring test under nonparametric random effects model. arXiv preprint arXiv:1610.05809. 2016;.
Chen J, Li S, Tan X. Consistency of the penalized MLE for two-parameter gamma mixture models. Science China Mathematics. 2016;59:2301–2318.
Chen J, Huang Y, Wang P. Composite likelihood under hidden Markov model. Statistica Sinica. C/O DR HC HO, INST STATISTICAL SCIENCE, ACADEMIA SINICA, TAIPEI 115, TAIWAN; 2016;26:1569–1586.
Chen J, Li P, Liu Y, Zidek JV. Monitoring test under nonparametric random effects model. arXiv preprint arXiv:1610.05809. 2016;.
Chen J, Li S, Tan X. Consistency of the penalized MLE for two-parameter gamma mixture models. Science China Mathematics. Science China Press; 2016;59:2301–2318.
Chen J, Huang Y, Wang P. Composite likelihood under hidden Markov model. Statistica Sinica. 2016;26:1569–1586.
Chen J, Li P. Testing the Order of a Normal Mixture in Mean. Communications in Mathematics and Statistics. 2016;4:21–38.
Chen J, Li P. Testing the Order of a Normal Mixture in Mean. Communications in Mathematics and Statistics. Springer Berlin Heidelberg; 2016;4:21–38.
Chen J, Li P, Liu Y. Sample-size calculation for tests of homogeneity. Canadian Journal of Statistics. 2016;44:82–101.
Chen H, Loeppky JL, Sacks J, Welch WJ. Analysis Methods for Computer Experiments: How to Assess and What Counts?. Statistical Science [Internet]. 2016;31:40–60. https://dx.doi.org/10.14288/1.0302078
Chen H, Loeppky JL, Sacks J, Welch WJ. Analysis Methods for Computer Experiments: How to Assess and What Counts?. Statistical Science [Internet]. 2016;31(1):40-60. http://projecteuclid.org/euclid.ss/1455115913
Cheng L, Wu L, Lum C, Zidek JV, Yu T. Wood Property Relationships and Survival Models in Reliability. Applied Stochastic Models in Business and Industry. 2016;32:792-803.
Cook LS, Leung A, Swenerton K, Gallagher RP, Magliocco A, Steed H, et al. Adult lifetime alcohol consumption and invasive epithelial ovarian cancer risk in a population-based case-control study. Gynecologic Oncology. 2016;140(2):277-284.
Cook LS, Pestak C, Leung A, Le N. Combined oral contraceptive use before the first birth and epithelial ovarian cancer risk. British Journal of Cancer . 2016;.
Falasinnu T, Gilbert M, Gustafson P, Shoveller J. A validation study of a clinical prediction rule for screening asymptomatic chlamydia and gonorrhoea infections among heterosexuals in British Columbia. Sexually transmitted infections. BMJ Publishing Group Ltd; 2016;92:12–18.
Falasinnu T, Gilbert M, Gustafson P, Shoveller J. An assessment of population-based screening guidelines versus clinical prediction rules for chlamydia and gonorrhea case finding. Preventive medicine. Academic Press; 2016;89:51–56.
Gattiker JR, Hamada MS, Higdon DM, Schonlau M, Welch WJ. Using a Gaussian Process as a Nonparametric Regression Model. Quality and Reliability Engineering International. 2016;32:673–680.
Goring SM, Gustafson P, Liu Y, Saab S, Cline SK, Platt RW. Disconnected by design: analytic approach in treatment networks having no common comparator. Research synthesis methods. Wiley Online Library; 2016;.
Huggins J, Campbell T, Broderick T. Coresets for scalable Bayesian logistic regression. In Advances in Neural Information Processing Systems. 2016.
Joe H, Sang P. Multivariate models for dependent clusters of variables with conditional independence given aggregation variables. Computational Statistics & Data Analysis. 2016;97:114-132.
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 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.
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, 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.
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.

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