Publications by Department Members

2019

  • Wang L, Wang S, Bouchard-Côté A.   An Annealed Sequential Monte Carlo Method for Bayesian Phylogenetics   Systematic Biology. 2019   69:   155–183.        
  • Watson J, Zidek J, Shaddick G.   A general theory for preferential sampling in environmental networks   Annals of Applied Statistics. 2019     2662-2700.        
  • Watson J, Zidek JV, Shaddick G.   A General Theory for Preferential Sampling in Environmental Networks   Annals of Applied Statistics. 2019     Accepted.        
  • Wong SWK, Zidek JV.   The duration of load effect in lumber as stochastic degradation   IEEE Transactions on Reliability. 2019     410-419.        
  • Yang C, Zidek JV, Wong SWK.   Bayesian analysis of accumulated damage models in lumber reliability   Technometrics. 2019   61:   1-14.        
  • Zhu G, Chen J.   Multi-parameter One-Sided Monitoring Tests   Technometrics [Internet]. 2019   60:       URL: 10.1093/biomet/asy068    
  • Zhuang WW, Hu B, Chen J.   Semiparametric inference for the dominance index under the density ratio model   Biometrika. 2019   106:   229–241.        
  • Zolaktaf S, Dannenberg F, Winfree E, Bouchard-Côté A, Schmidt M, Condon A.   Efficient Parameter Estimation for DNA Kinetics Modeled as Continuous-Time Markov Chains   The 25th International Conference on DNA Computing and Molecular Programming. 2019   25:   80–99.        

2018

  • Ardiel EL, McDiarmid TA, Timbers TA, Lee KCY, Safaei J, Pelech SL, et al.   Insights into the roles of CMK-1 and OGT-1 in interstimulus interval-dependent habituation in Caenorhabditis elegans   Proceedings of the Royal Society B. 2018   285:   20182084.        
  • Bierkens J, Bouchard-Côté A, Doucet A, Duncan AB, Fearnhead P, Lienart T, et al.   Piecewise Deterministic Markov Processes for Scalable Monte Carlo on Restricted Domains   Statistics and Probability Letters. 2018   136:   148–154.        
  • 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. 2018   113:   855–867.        
  • Cai S, Chen J.   Empirical likelihood inference for multiple censored samples   The Canadian Journal of Statistics. 2018   46:   232.        
  • Cai S, Chen J.   Empirical likelihood inference for multiple censored samples   Canadian Journal of Statistics. 2018   46:   212–232.        
  • Campbell H, Gustafson P.   The Validity and Efficiency of Hypothesis Testing in Observational Studies with Time-Varying Exposures   Observational Studies [Internet]. 2018         URL: https://obsstudies.org/validity-efficiency-hypothesis-testing-observational-studies-time-varying-exposures/    
  • Campbell H, Gustafson P.   Conditional equivalence testing: An alternative remedy for publication bias   PloS one. 2018   13:   e0195145.        
  • Campbell K, Bouchard-Côté A, Shah S.   Probabilistic inference of clonal gene expression through integration of RNA & DNA-seq at single-cell resolution   HitSeq. 2018            
  • Campbell T, Broderick T.   Bayesian coreset construction via greedy iterative geodesic ascent   International Conference on Machine Learning. 2018            
  • Campbell T, Cai D, Broderick T.   Exchangeable trait allocations   Electronic Journal of Statistics. 2018   12:   2290–2322.        
  • Chang B, Meng L, Haber E, Ruthotto L, Begert D, Holtham E.   Reversible Architectures for Arbitrarily Deep Residual Neural Networks   AAAI Conference on Artificial Intelligence. 2018            
  • Chang B, Meng L, Haber E, Tung F, Begert D.   Multi-level Residual Networks from Dynamical Systems View   International Conference on Learning Representations [Internet]. 2018         URL: https://openreview.net/forum?id=SyJS-OgR-    
  • Chang B, Zhang Q, Pan S, Meng L.   Generating Handwritten Chinese Characters Using CycleGAN   IEEE Winter Conference on Applications of Computer Vision. 2018            
  • Dinsdale DR, Salibian-Barrera M.   Methods for preferential sampling in geostatistics   Journal of the Royal Statistical Society Series C. 2018       DOI: https://doi.org/10.1111/rssc.12286      
  • Dorri F, Jewell S, Bouchard-Côté A, Shah S.   MuClone: somatic mutation detection and classification through probabilistic integration of clonal population information   Communications Biology . 2018   2:          
  • Dorri F, Jewell S, Bouchard-Côté A, Shah S.   MuClone: somatic mutation detection and classification through probabilistic integration of clonal population information   Communications Biology. 2018   2:   1–10.        
  • Fernandez M, Ban F, Woo G, Hsing M, Yamazaki T, LeBlanc E, et al.   Toxic Colors: The Use of Deep Learning for Predicting Toxicity of Compounds Merely from Their Graphic Images   Journal of Chemical Information and Modeling. 2018            
  • Fu E, Heckman N.   Model-based curve registration via stochastic approximation EM algorithm   Computational Statistics and Data Analysis [Internet]. 2018   to appear:       URL: https://arxiv.org/abs/1712.07265    
  • Gomulkiewicz R, Kingsolver J, Carter P, Heckman N.   Variation and evolution of function-valued traits   Annual Review of Ecology, Evolution, and Systematics. 2018   49:          
  • Gustafson P, McCandless LC.   When Is a Sensitivity Parameter Exactly That?   Statistical Science. 2018   33:   86–95.        
  • Högg T, Wijnands J, Kingwell E, Zhu F, Lu X, Evans C, et al.   Mining healthcare data for markers of the multiple sclerosis prodrome   Multiple Sclerosis and Related Disorders. 2018            
  • Homrighausen D, McDonald DJ.   A study on tuning parameter selection for the high-dimensional lasso   Journal of Statistical Computation and Simulation [Internet]. 2018   88:   2865–2892.     URL: http://dx.doi.org/10.1080/00949655.2018.1491575    
  • Joe H.   Dependence properties of conditional distributions of some copula models   Methodology and Computing in Applied Probability. 2018   20:   975-1001.   DOI: 10.1007/s11009-017-9544-9 ISSN = 1387-5841      
  • Joe H.   Parsimonious graphical dependence models constructed from vines   Canadian Journal of Statistics. 2018   46:   532-555.   DOI: 10.1002/cjs.11481      
  • Karim M, Petkau J, Gustafson P, Platt R, Tremlett H, Group BStudy.   Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies   Statistical Methods in Medical Research [Internet]. 2018   27 :   1709-1722.   DOI: 10.1177/0962280216668554   URL: http://journals.sagepub.com/doi/abs/10.1177/0962280216668554    
  • Karim MEhsanul, Petkau J, Gustafson P, Platt RW, Tremlett H, Group BStudy.   Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies   Statistical methods in medical research. 2018   27:   1709–1722.        
  • Kepplinger D, Freue GVCohen.   Improving the Robust Estimation of the Residual Scale in High Dimensional Regression Problems with Refitted Cross-Validation using an Elastic Net S-Estimator   46th Annual Meeting of the Statistical Society of Canada. 2018            
  • Kepplinger D, Smucler E, Freue GVCohen.   Improved Robust Estimation of the Residual Scale in High-Dimensional Problems with the Adaptive Elastic Net S-Estimator for Efficient Robust Penalized Linear Regression Methods   JSM 2018. 2018            
  • Kondo Y, Zidek JV, Taylor CG, van Eeden C.   Subset selection procedures with an application to lumber strength properties   Sanhkya Ser B. 2018   80:   146-172.        
  • Kondo Y, Zidek JV, Taylor CG, van Eeden C.   Bayesian subset selection procedures with an application to lumber strength properties   Sankhya Ser A. 2018     Accepted Aug 08, 2018.        
  • Krupskii P, Genton M.   Linear Factor Copula Models and Their Properties   Scandinavian Journal of Statistics. 2018   to appear:          
  • Krupskii P, Huser R, Genton M.   Factor copula models for replicated spatial data   Journal of the American Statistical Association,. 2018   to appear.:          
  • Krupskii P, Joe H, Lee D, Genton M.   Extreme value limit of the convolution of exponential and multivariate normal distributions: Link to the Husler- Reiss distribution   Journal of Multivariate Analysis. 2018   163:   80-95.        
  • Krupskii P, Joe H, Lee D, Genton M.   Extreme-value limit of the convolution of exponential and multivariate normal distributions: Link to the Huesler-Reiss distribution   Journal of Multivariate Analysis. 2018   163:   80-95.   DOI: 10.1016/j.jmva.2017.10.006      
  • Lee D, Joe H, Krupskii P.   Tail-weighted dependence measures with limit being tail dependence coefficient   Journal of Nonparametric Statistics. 2018   to appear:          
  • Lee D, Joe H, Krupskii P.   Tail-weighted dependence measures with limit being the tail dependence coefficient   Journal of Nonparametric Statistics. 2018   30:   262-290.   DOI: 10.1080/10485252.2017.1407414      
  • Lee D, Joe H.   Multivariate extreme value copulas with factor and tree dependence structures   Extremes. 2018   21:   147-176.   DOI: 10.1007/s10687-017-0298-0 ISSN = 1386-1999      
  • Lee D, Joe H.   Efficient computation of multivariate empirical distribution functions at the observed values   Computational Statistics. 2018   33:   1413-1428.   DOI: 10.1007/s00180-017-0771-x ISSN = 0943-4062      
  • Liu Y, Salibian-Barrera M, Zamar R, Zidek JV.   Using artificial censoring to improve extreme tail quantile estimates.   Applied Statistics. 2018     Accepted Dec 4, 2017.        
  • Liu Y, Salibian-Barrera M, Zamar RH, Zidek JV.   Using Artificial Censoring to Improve Extreme Tail Quantile Estimates   Journal of the Royal Statistical Society Series C [Internet]. 2018   67:   791-812.   DOI: 10.1111/rssc.12262   URL: https://doi.org/10.1111/rssc.12262    
  • Maronna RA, Martin DR, Yohai VJ, Salibian-Barrera M.   Robust Statistics: Theory and Methods (with R)   Wiley Series in Probability and Statistics. 2018     464.   DOI: 10.1002/9781119214656       Software: https://github.com/msalibian/RobStatTM, https://cran.r-project.org/package=RobStatTM
  • Nolde N, Zhang J.   Conditional extremes in asymmetric financial markets   Journal of Business & Economic Statistics. 2018