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Publications by Department Members


Bouchard-Côté A, Doucet A, Roth A. Particle Gibbs split-merge sampling for Bayesian inference in mixture models. Journal of Machine Learning Research. 2015;(Accepted).
Brechmann EC, Joe H. Truncation of vine copulas using fit indices. Journal of Multivariate Analysis. Elsevier Inc; 2015;138:19-33.
Cai S, Chen J, Zidek JV. Hypothesis testing in the presence of multiple samples under a density ratio model. Statistica Sinica. 2015;:Accepted.
Chen J. The joy of proofs in statistical research. Canadian Journal of Statistics. 2015;43:481–497.
Crane JM, Magee LA, Lee T, Synnes A, von Dadelszen P, Dahlgren L, et al. Maternal and perinatal outcomes of pregnancies delivered at 23 weeks' gestation. J Obstet Gynaecol Can. 2015;37:214–224.
Dunham B, Yapa G, Yu E. Calibrating the Difficulty of Assessment Tools: Blooming a Statistics Exam. Journal of Statistical Education. 2015;23(3).
Etminan M, Luo H, Gustafson P. Risk of intracranial hypertension with intrauterine levonorgestrel. Therapeutic advances in drug safety. SAGE Publications; 2015;6:110–113.
Fairbrother N, Barr RG, Pauwels J, Brant R, Green J. Maternal thoughts of harm in response to infant crying: an experimental analysis. Arch Womens Ment Health. 2015;18:447–455.
Gattiker JR, Hamada MS, Higdon DM, Schonlau M, Welch WJ. Using a Gaussian process as a nonparametric regression model. Quality and Reliability Engineering International [Internet]. 2015;.
Guarna MM, Melathopoulos AP, Huxter E, Iovinella I, Parker R, Stoynov N, et al. A search for protein biomarkers links olfactory signal transduction to social immunity. BMC genomics. BioMed Central Ltd; 2015;16:63.
Gustafson P. Discussion of ``On Bayesian Estimation of Marginal Structural Models''. Biometrics. Wiley-Blackwell; 2015;71:291–293.
Hall WA, Hutton E, Brant RF, Collet JP, Gregg K, Saunders R, et al. A randomized controlled trial of an intervention for infants' behavioral sleep problems. BMC Pediatr. 2015;15:181.
Hartung HP, Kappos L, Goodin DS, O'Connor P, Filippi M, Arnason B, et al. Predictors of disease activity in 857 patients with MS treated with interferon beta-1b. Journal of Neurology. TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY: SPRINGER HEIDELBERG; 2015;262:2466-2471.
Hartung H-P, Kappos L, Goodin DS, O’Connor P, Filippi M, Arnason B, et al.. Predictors of disease activity in 857 patients with MS treated with interferon beta-1b. Journal of neurology. Springer; 2015;262:2466–2471.
Hexter A, Jones A, Joe H, Heap L, Smith MJ, Wallace AJ, et al. Clinical and molecular predictors of mortality in neurofibromatosis 2: a UK national analysis of 1192 patients. Journal of Medical Genetics. BMJ Publishing Group; 2015;52:699-705.
Jewell S, Spencer N, Bouchard-Côté A. Atomic spatial processes. In International Conference on Machine Learning (ICML). 2015. pp. 248–256.
Joe H. Markov count time series models with covariates. In: Davis RA, Holan SH, Lund RB, Ravishanker N. Handbook of Discrete-Valued Time Series [Internet]. Boca Raton, FL: Chapman & Hall/CRC; 2015. pp. 29–49.
Joe H, Cai J, Czado C, Li H. Preface to special issue on high-dimensional dependence and copulas. Journal of Multivariate Analysis. Elsevier Inc; 2015;138:1-3.
Kingsolver JG, Heckman N, Zhang J, Carter PA, Knies JL, Stinchcombe JR, et al. Genetic Variation, Simplicity, and Evolutionary Constraints for Function-Valued Traits. AMERICAN NATURALIST. 1427 E 60TH ST, CHICAGO, IL 60637-2954 USA: UNIV CHICAGO PRESS; 2015;185:E166-E181.
Kondo Y, Zhao Y, Petkau J. A flexible mixed-effect negative binomial regression model for detecting unusual increases in MRI lesion counts in individual multiple sclerosis patients. Statistics in Medicine. 111 RIVER ST, HOBOKEN 07030-5774, NJ USA: WILEY-BLACKWELL; 2015;34:2165-2180.
Krupskii P, Joe H. Tail-weighted measures of dependence. Journal of Applied Statistics. 2015;42:614–629.
Krupskii P, Joe H. Structured factor copula models: theory, inference and computation. Journal of Multivariate Analysis. 2015;138:53–73.
Krupskii P, Joe H. Structured factor copula models: Theory, inference and computation. Journal of Multivariate Analysis. Elsevier Inc; 2015;138:53-73.
Krupskii P, Joe H. Tail-weighted measures of dependence. Journal of Applied Statistics. Taylor & Francis Ltd; 2015;42:614-629.
Larson CP, Sauve L, Senkungu JK, Arifeen SE, Brant R. Development and validation of weight, height and age bands to guide the prescription of fixed-dose dispersible tablet formulations. J Pediatr Pharmacol Ther. 2015;20:24–32.
Lavoie PM, Stritzke A, Ting J, Jabr M, Jain A, Kwan E, et al. Oral glucose during targeted neonatal echocardiography: is it useful?. Arch. Dis. Child. Fetal Neonatal Ed. 2015;100:F374–375.
Lei E, Yao F, Heckman N, Meyer K. Functional Data Model for Genetically Related Individuals With Application to Cow Growth. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2015;24:756-770.
Leung A, Danilov M, Yohai V, Zamar R. GSE: Robust Estimation in the Presence of Cellwise and Casewise Contamination and Missing Data. 3.3rd ed. 2015. p. R package.
Li S, Chen J, Guo J, Jing B-Y, Tsang S-Y, Xue H. Likelihood Ratio Test for Multi-Sample Mixture Model and Its Application to Genetic Imprinting. Journal of the American Statistical Association. 2015;110:867–877.
Liu Y, Battaile BC, Trites AW, Zidek JV. Bias correction and uncertainty characterization of Dead-Reckoned paths of marine mammals. Animal Biotelemetry. BioMed Central; 2015;3:1.
Liu Y, Shaddick G, Zidek JV. incorporating high-dimensional exposure modelling into studies of air pollution and health. Statistics in Biosciences. 2015;:Accepted.
Liu J, Liu W, Wu L, Yang G. A flexible approach for multivariate mixed-effects models in the presence of non-ignorable missingness and measurement error. Journal of Statistical Computation and Simulation. 2015;.
Liu Y, Battaile BC, Zidek JV, Trites AW. Bias Correction and Uncertainty Characterization of Dead-Reckoned Paths of Marine Mammals. Animal Biotelmetry. 2015;3.
Liu Y, Dinsdale DR, Jun S-H, Briercliffe C, Bone J. Automatic Learning of Basketball Strategy via SportVU Tracking Data: the Potential Field Approach. Submitted to Sloan Sports Analytics Conference. 2015;.
Marchant EA, Kan B, Sharma AA, van Zanten A, Kollmann TR, Brant R, et al. Attenuated innate immune defenses in very premature neonates during the neonatal period. Pediatr. Res. 2015;78:492–497.
Nikoloulopoulos AK, Joe H. Factor copula models for item response data. Psychometrika. Springer; 2015;80:126-150.
Nolde N, Jakob M. Challenging the standard dike freeboard: Methods to quantify statistical uncertainties in river flood protection. Canadian Water Resources Journal/Revue canadienne des ressources hydriques. Taylor & Francis; 2015;:1–10.
Pierson E, Koller D, Battle A, Mostafavi S, Consortium GTE. Sharing and Specificity of Co-expression Networks across 35 Human Tissues. PLOS COMPUTATIONAL BIOLOGY. 1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA: PUBLIC LIBRARY SCIENCE; 2015;11:e1004220.
Reich DS, White R, Cortese ICM, Vuolo L, Shea CD, Collins TL, et al. Sample-size calculations for short-term proof-of-concept studies of tissue protection and repair in multiple sclerosis lesions via conventional clinical imaging. Multiple Sclerosis Journal. 1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND: SAGE PUBLICATIONS LTD; 2015;21:1693-1704.
Shaddick G, Zidek JV. Spatio-Temporal Methods in Environmental Epidemiology. CRC Press; 2015.
Shirani A, Zhao Y, Petkau J, Gustafson P, Karim ME, Evans C, et al. Multiple sclerosis in older adults: the clinical profile and impact of interferon beta treatment. Biomed Research International. 410 PARK AVENUE, 15TH FLOOR, \#287 PMB, NEW YORK, NY 10022 USA: HINDAWI PUBLISHING CORPORATION; 2015;:451912.
Shirani A, Zhao Y, Petkau J, Gustafson P, Karim MEhsanul, Evans C, et al. Multiple Sclerosis in Older Adults: The Clinical Profile and Impact of Interferon Beta Treatment. BioMed research international. Hindawi Publishing Corporation; 2015;2015.
Tomal JH, Welch WJ, Zamar RH, others . Ensembling classification models based on phalanxes of variables with applications in drug discovery. The Annals of Applied Statistics [Internet]. 2015;9:69–93.