Publications by Department Members

2017

  • Krupskii P, Genton M.   Factor copula models for data with spatio-temporal dependence   Spatial Statistics. 2017   22(1):   180-195.        
  • Krupskii P.   Copula-based measures of reflection and permutation asymmetry and statistical tests   Statistical Papers. 2017   58(4):   1165-1187.        
  • 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. 2017   20:          
  • 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:          
  • Leung A, Yohai V, Zamar R.   Multivariate Location and Scatter Matrix Estimation Under Cellwise and Casewise Contamination   CSDA. 2017       DOI: 10.1016/j.csda.2017.02.007      
  • 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.        
  • 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. 2017   36:   2887–2901.        
  • McDonald DJ, Shalizi CRohilla, Schervish M.   Nonparametric risk bounds for time-series forecasting   Journal of Machine Learning Research [Internet]. 2017   18:   1–40.     URL: http://www.jmlr.org/papers/v18/13-336.html    
  • McDonald DJ, Singh A, Zhu J.   Minimax Density Estimation for Growing Dimension   Proceedings of the Twentieth International Conference on Artificial Intelligence and Statistics (AISTATS) [Internet]. 2017   54:   194–203.     URL: http://proceedings.mlr.press/v54/mcdonald17a.html    
  • 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:          
  • Meng VYun, Gustafson P.   Inferring population size: extending the multiplier method to incorporate multiple traits with a likelihood-based approach   Stat. 2017   6:   4–13.        
  • Nolde N, Ziegel J.   Elicitability and backtesting: Perspectives for banking regulation.   The Annals of Applied Statistics. 2017   11:   1833--1874.        
  • Panagiotelis A, Czado C, Joe H, Stoeber J.   Model selection for discrete regular vine copulas   COMPUTATIONAL STATISTICS & DATA ANALYSIS. 2017   106:   138-152.   DOI: 10.1016/j.csda.2016.09.007      
  • Park Y, Bader JS.   Fast and reliable inference algorithm for hierarchical stochastic block models   . 2017            
  • Park Y, Kang T, Friedmann T, Bader J.   Temporal expression divergence of network modules   bioRxiv. 2017     167734.        
  • Park Y, Sarkar A, He L, Davila-Velderrain J, De Jager PL, Kellis M.   A Bayesian approach to mediation analysis predicts 206 causal target genes in Alzheimer's disease   bioRxiv. 2017     219428.        
  • Park Y, Sarkar AK, Bhutani K, Kellis M.   Multi-tissue polygenic models for transcriptome-wide association studies   bioRxiv. 2017     107623.        
  • 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:          
  • Straub J, Campbell T, How JP, Fisher J.   Efficient global point cloud alignment using Bayesian nonparametric mixtures   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.   DOI: 10.1111/rssb.12228   URL: 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:          
  • Wijnands JMA, Kingwell E, Zhu F, Zhao Y, Högg T, Stadnyk K, et al.   Health-care use before a first demyelinating event suggestive of a multiple sclerosis prodrome: a matched cohort study   The Lancet Neurology. 2017   16:   445–451.        
  • Ye Q, Wu L.   Two-Step and Likelihood Methods for Joint Models of Longitudinal and Survival Data   Communication in Statistics. 2017   46:          
  • Zhai Y, Bouchard-Côté A.   A Poissonian model of indel rate variation for phylogenetic tree inference   Systematic Biology. 2017   66:   698–714.        
  • Zhai Y, Bouchard-Côté A.   A Poissonian model of indel rate variation for phylogenetic tree inference   Systematic Biology. 2017   (Accepted):          
  • Zhang T, Kingwell E, Zhu F, Petkau J, Kastrukoff L, Marrie R, 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.   DOI: 10.1136/bmjopen-2017-018612   URL: https://bmjopen.bmj.com/content/7/9/e018612    

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 D, Campbell T, Broderick T.   Edge-exchangeable graphs and sparsity   Advances in Neural Information Processing Systems. 2016            
  • Cai S, Chen J.   Empirical Likelihood Inference Under Density Ratio Models Based on Type I Censored Samples: Hypothesis Testing and Quantile Estimation   Advanced Statistical Methods in Data Science. 2016     123–151.        
  • Cai Y, Zidek JV.   Estimating the damage caused by proof loading lumber products   . 2016            
  • Casquilho-Resende CM, Le ND, Zidek J.   Spatio-temporal Modelling of Temperature Fields in the Pacific Northwest   arXiv:1604.00572 [Internet]. 2016         URL: https://arxiv.org/abs/1604.00572    
  • 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.     URL: http://projecteuclid.org/euclid.ss/1455115913    
  • 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.   DOI: https://dx.doi.org/10.14288/1.0302078   URL: https://dx.doi.org/10.14288/1.0302078    
  • Chen H, Welch WJ.   Comment: Expected Improvement for Efficient Blackbox Constrained Optimization   Technometrics [Internet]. 2016   58:   12–15.     URL: http://www.tandfonline.com/doi/full/10.1080/00401706.2015.1044119    
  • Chen J, Huang Y, Wang P.   Composite likelihood under hidden Markov model   Statistica Sinica. 2016   26:   1569–1586.        
  • Chen J, Huang Y, Wang P.   Composite likelihood under hidden Markov model   Statistica Sinica. 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 P, Liu Y, Zidek JV.   Monitoring test under nonparametric random effects model   arXiv preprint arXiv:1610.05809. 2016            
  • Chen J, Li P, Liu Y.   Sample-size calculation for tests of homogeneity   Canadian Journal of Statistics. 2016   44:   82–101.        
  • 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. 2016   4:   21–38.        
  • 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 S, Tan X.   Consistency of the penalized MLE for two-parameter gamma mixture models   Science China Mathematics. 2016   59:   2301–2318.        
  • Chen J.   Consistency of the MLE under mixture models   arXiv preprint arXiv:1607.01251. 2016            
  • Cheng L, Wu L, Lum C, Zidek J, 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:   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. 2016   92:   12–18.   DOI: 10.1136/sextrans-2014-051992      
  • 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. 2016   89:   51–56.   DOI: 10.1016/j.ypmed.2016.04.001