Research

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Publications by Department Members

In Press

Boente G, Martınez A, Salibian-Barrera M. Robust estimators for additive models using backfitting. Journal of Nonparametric Statistics. In Press;.
Lee W, Greenwood P, Heckman N, Wefelmeyer W. Pre-averaged kernel estimators for the drift function of a diffusion process in the presence of microstructure noise. Statistical Inference for Stochastic Processes. In Press;.
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. In Press;.

2017

Bouchard-Côté A, Vollmer SJ, Doucet A. The Bouncy Particle Sampler: A non-reversible rejection-free Markov chain Monte Carlo method. Journal of the American Statistical Association. 2017;(Accepted).
Jun S-H, Bouchard-Côté A. Sequential Graph Matching with Sequential Monte Carlo. In AISTATS. 2017.
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;(Accepted).
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.
Zhai Y, Bouchard-Côté A. A Poissonian model of indel rate variation for phylogenetic tree inference. Systematic Biology. 2017;(Accepted).

2016

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.
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 S, Tan X. Consistency of the penalized MLE for two-parameter gamma mixture models. Science China Mathematics. 2016;59:2301–2318.
Chen J, Li P, Liu Y, Zidek JV. Monitoring test under nonparametric random effects model. arXiv preprint arXiv:1610.05809. 2016;.
Chen J, Huang Y, Wang P. Composite likelihood under hidden Markov model. Statistica Sinica. 2016;26:1569–1586.
Chen J. Consistency of the MLE under mixture models. arXiv preprint arXiv:1607.01251. 2016;.
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, 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(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;:Accepted.
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.
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;.
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.
Kepplinger D, Salibian-Barrera M, Cohen-Freue GV. 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, Zidek JV, Taylor CG, van Eeden C. Bayesian subset selection procedures with an application to lumber strength properties. Journal of the American Statistical Association. 2016;:Submitted.
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, Zhang H, Zamar R. Robust regression estimation and inference in the presence of cellwise and casewise contamination. Computational Statistics & Data Analysis. Elsevier; 2016;.
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
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. 2016;(In Press).
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 Y, Salibian-Barrera M, Zamar R, Zidek JV. Using artificial censoring to improve extreme tail quantile estimates. Applied Statistics. 2016;:Under revision.
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.
Resende-Casquilho C, Le ND, Zidek JV. Spatio-temporal modelling of temperature fields in the Pacific Northwest. Environmetrics. 2016;:Submitted.
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.

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