Publications by Department Members

2018

  • Resende-Casquilho C, Le ND, Zidek JV.   Design of Monitoring Networks using k-Determinantal Point Processes   Environmetrics. 2018   29:   Accepted Oct 14, 2017.        
  • Sadatsafavi M, Gustafson P, Zafari Z, Sin DD.   Relative impact characteristic curve: a graphical tool to visualize and quantify the clinical utility and population-level consequences of implementing markers   Annals of epidemiology. 2018            
  • 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. 2018   67:   231-253.        
  • Shupler M, Godwin W, Frostad J, Gustafson P, Arku RE, Brauer M.   Global estimation of exposure to fine particulate matter (PM2. 5) from household air pollution   Environment international. 2018   120:   354–363.        
  • Wang W, Welch WJ.   Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning   Proceedings of AutoML 2018 @ ICML/IJCAI-ECAI [Internet]. 2018         URL: https://sites.google.com/site/automl2018icml/accepted-papers/59.pdf    
  • Wong S, Zidek JV.   Dimensional and statistical foundations for accumulated damage models.   Wood Science and Technology. 2018   52:   45-65.        
  • Xia M, Gustafson P.   Bayesian inference for unidirectional misclassification of a binary response trait   Statistics in medicine. 2018   37:   933–947.        
  • Yu T, Wu L, Gilbert P.   A joint model for mixed and censored longitudinal data and survival data, with application to HIV vaccine studies   Biostatistics. 2018   19:          
  • Zhang A, others .   Interfaces of Malignant and Immunologic Clonal Dynamics in Ovarian Cancer   Cell. 2018   (Accepted):          
  • Zhang A, others .   Interfaces of Malignant and Immunologic Clonal Dynamics in Ovarian Cancer   Cell. 2018   173:   1755–1769.        
  • Zhang H, Wu L.   A Mechanistic Nonlinear Model for Truncated and Mis-Measured Time-varying Covariates in Survival Models, with Applications in HIV/AIDS   Journal of the Royal Statistical Society, C. 2018            
  • Zhao B, Chang B, Jie Z, Sigal L.   Modular Generative Adversarial Networks   European Conference on Computer Vision. 2018            
  • Zhou G, Wu L.   Modeling semi-continuous longitudinal data with order constraints   Statistics in Medicine. 2018            
  • Zhu G, Chen J.   Multi-Parameter One-Sided Monitoring Tests   Technometrics. 2018   60:   398–407.        
  • Zhuang W, Hu B, Chen J.   Semiparametric inference for the dominance index under the density ratio model.   Biometrika. 2018            
  • Zidek JV, LUM C.   Statistical challenges in assessing the engineering properties of forest products   Annual review of statistics and its application - invitation only. 2018   5:   237-264.        

2017

  • Béliveau A, Goring S, Platt RW, Gustafson P.   Network meta-analysis of disconnected networks: How dangerous are random baseline treatment effects?   Research synthesis methods. 2017   8:   465–474.        
  • Boente G, Martínez A, Salibian-Barrera M.   Robust estimators for additive models using backfitting   Journal of Nonparametric Statistics [Internet]. 2017   29:   744-767.   DOI: 10.1080/10485252.2017.1369077   URL: https://doi.org/10.1080/10485252.2017.1369077     Software: https://github.com/msalibian/RBF
  • Bouchard-Côté A, Doucet A, Roth A.   Particle Gibbs split-merge sampling for Bayesian inference in mixture models   Journal of Machine Learning Research. 2017   18:   1–39.        
  • 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):          
  • Burstyn I, Gustafson P, Pintos J, Lavoué J, Siemiatycki J.   Correction of odds ratios in case-control studies for exposure misclassification with partial knowledge of the degree of agreement among experts who assessed exposures   Occup Environ Med. 2017     oemed–2017.        
  • Cai S, Chen J, Zidek JV.   Hypothesis testing in the presence of multiple samples under density ratio models   Statistica Sinica. 2017   27:   716–783.        
  • Campbell H, Gustafson P.   Conditional Equivalence Testing: an alternative remedy for publication bias   arXiv preprint arXiv:1710.01771. 2017            
  • Casquilho-Resende CM, Le ND, Zidek JV.   Spatio-temporal modelling of temperature fields in the Pacific Northwest   Environmetrics. 2017     Resubmitted.        
  • Chen H, Loeppky J, Welch W.   Flexible Correlation Structure for Accurate Prediction and Uncertainty Quantification in Bayesian Gaussian Process Emulation of a Computer Model   SIAM/ASA Journal on Uncertainty Quantification [Internet]. 2017   5:   620.     URL: http://epubs.siam.org/doi/abs/10.1137/15M1008774    
  • Chen H, Loeppky JL, Welch WJ.   Flexible Correlation Structure for Accurate Prediction and Uncertainty Quantification in Bayesian Gaussian Process Emulation of a Computer Model   SIAM/ASA Journal on Uncertainty Quantification [Internet]. 2017   5:   598–620.   DOI: https://doi.org/10.1137/15M1008774   URL: https://doi.org/10.1137/15M1008774    
  • Chen J.   Consistency of the MLE under mixture models   Statistical Science. 2017   32:   47–63.        
  • Chen J.   On finite mixture models   Statistical Theory and Related Fields. 2017   1:   15–27.        
  • de Jong H, Kingwell E, Shirani A, Cohen-Tervaert J, Hupperts R, Zhao Y, et al.   Evaluating the safety of beta-interferons in multiple sclerosis: A series of nested case-control studies   Neurology. 2017   88:   2310-2320.   DOI: 10.1212/WNL.0000000000004037      
  • de Souza CPE, Heckman NE, Xu F.   Switching nonparametric regression models for multi-curve data   Canadian Journal of Statistics [Internet]. 2017   45:   442–460.   DOI: 10.1002/cjs.11331   URL: http://dx.doi.org/10.1002/cjs.11331    
  • Deligiannidis G, Bouchard-Côté A, Doucet A.   Exponential ergodicity of the Bouncy Particle Sampler   arXiv. 2017   1705.04579:          
  • Ding L, McDonald DJ.   Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression   Bioinformatics [Internet]. 2017   33:   i350–i358.     URL: http://dx.doi.org/10.1093/bioinformatics/btx265    
  • Ding X, Qiu Z, Chen X.   Sparse transition matrix estimation for high-dimensional and locally stationary vector autoregressive models   Electronic Journal of Statistics. 2017   11:   3871–3902.        
  • Högg T, Petkau J, Zhao Y, Gustafson P, Wijnands J, Tremlett H.   Bayesian analysis of pair-matched case-control studies subject to outcome misclassi?cation   Statistics in Medicine. 2017   36:   4196-4213.   DOI: 10.1002/sim.7427      
  • Högg T, Petkau J, Zhao Y, Gustafson P, Wijnands JMA, Tremlett H.   Bayesian analysis of pair-matched case-control studies subject to outcome misclassification   Statistics in Medicine. 2017   36:     DOI: 10.1002/sim.7427      
  • Högg T, Petkau J, Zhao Y, Gustafson P, Wijnands JMA, Tremlett H.   Bayesian analysis of pair-matched case-control studies subject to outcome misclassification   Statistics in medicine. 2017   36:   4196–4213.        
  • Homrighausen D, McDonald DJ.   Risk consistency of cross-validation for lasso-type procedures   Statistica Sinica [Internet]. 2017   27:   1017–1036.     URL: http://dx.doi.org/10.5705/ss.202015.0355    
  • Hua L, Joe H.   Multivariate dependence modeling based on comonotonic factors   Journal of Multivariate Analysis. 2017   155:   317-333.   DOI: 10.1016/j.jmva.2017.01.008      
  • Islam N, Krajden M, Gilbert M, Gustafson P, Yu A, Kuo M, et al.   Role of primary T-cell immunodeficiency and hepatitis B coinfection on spontaneous clearance of hepatitis C: The BC Hepatitis Testers Cohort   Journal of viral hepatitis. 2017   24:   421–429.        
  • Islam N, Krajden M, Shoveller J, Gustafson P, Gilbert M, Buxton JA, et al.   Incidence, risk factors, and prevention of hepatitis C reinfection: a population-based cohort study   The Lancet Gastroenterology & Hepatology. 2017   2:   200–210.        
  • Islam N, Krajden M, Shoveller J, Gustafson P, Gilbert M, Wong J, et al.   Hepatitis C cross-genotype immunity and implications for vaccine development   Scientific reports. 2017   7:   12326.        
  • Joe H, Ubeda-Flores M, de Amo-Artero E, Durante F, Fernandez-Sanchez J.   Parametric copula families for statistical models   Copulas and Dependence Models with Applications: Contributions in Honor of Roger B. Nelsen [Internet]. 2017     119–134.     URL: https://link.springer.com/book/10.1007/978-3-319-64221-5    
  • Jun S, Wong SWK, Zidek JV, Bouchard-Côté A.   Sequential Graph Matching with Sequential Monte Carlo   AISTATS. 2017   20:   1075–1084.        
  • Jun S, Wong SWK, Zidek JV, Bouchard-Côté A.   Sequential decision model for inference and prediction on non-uniform hypergraphs with application to knot matching from computational forestry   arXiv. 2017   1708.07592:          
  • Jun S, Wonlg SWK, Zidek JV, Bouchare-Cote A.   Sequential graph matching with sequential monte carlo   20th International Conference on Artificial Intelligence and Statistics. 2017            
  • Karim M, Petkau J, Gustafson P, Tremlett H, Group BStudy.   On the application of statistical learning approaches to construct inverse probability weights in marginal structural Cox models: Hedging against weight-model misspecification   Communications in Statistics - Simulation and Computation. 2017   46:   7668-7697.   DOI: doi.org/10.1080/03610918.2016.1248574      
  • Karim MEhsanul, Petkau J, Gustafson P, Tremlett H, Group TBeamsStud.   On the application of statistical learning approaches to construct inverse probability weights in marginal structural cox models: hedging against weight-model misspecification   Communications in Statistics-Simulation and Computation. 2017   46:   7668–7697.        
  • Kepplinger D, Takhar M, Sasaki M, Hollander Z, Smith D, McManus B, et al.   PGCA: An algorithm to link protein groups created from MS/MS data   PLOS ONE [Internet]. 2017   12:   1-19.   DOI: 10.1371/journal.pone.0177569   URL: https://doi.org/10.1371/journal.pone.0177569    
  • Khalili A, Chen J, .   Regularization in regime-switching Gaussian autoregressive models   The Canadian Journal of Statistics. 2017   45:   374.        
  • Kondo Y, Zhao Y, Petkau J.   Identification of treatment responders based on multiple longitudinal outcomes with applications to multiple sclerosis patients   Statistics in Medicine. 2017   36:   1862-1883.   DOI: 10.1002/sim.7230