Research

Research

Subscribe to email list

Please select the email list(s) to which you wish to subscribe.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Image CAPTCHA

Enter the characters shown in the image.

User menu

You are here

  1. Department of Statistics
  2. Research
  3. Publications by Department Members

Publications by Department Members

2016

Zwicker JG, Miller SP, Grunau RE, Chau V, Brant R, Studholme C, et al. Smaller Cerebellar Growth and Poorer Neurodevelopmental Outcomes in Very Preterm Infants Exposed to Neonatal Morphine. J. Pediatr. 2016;.

2015

Agostinelli C, Leung A, Yohai VJ, Zamar RH. Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination. TEST. 233 SPRING ST, NEW YORK, NY 10013 USA: SPRINGER; 2015; 24: 441-461. DOI: 10.1007/s11749-015-0450-6
Agostinelli C, Leung A, Yohai VJ, Zamar RH. Rejoinder on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination. TEST. 233 SPRING ST, NEW YORK, NY 10013 USA: SPRINGER; 2015; 24: 484-488. DOI: 10.1007/s11749-015-0457-z
Ardlie KG, DeLuca DS, Segre AV, Sullivan TJ, Young TR, Gelfand ET, et al. The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans. SCIENCE. 1200 NEW YORK AVE, NW, WASHINGTON, DC 20005 USA: AMER ASSOC ADVANCEMENT SCIENCE; 2015; 348: 648-660. DOI: 10.1126/science.1262110
Barr RG, Rajabali F, Aragon M, Colbourne M, Brant R. Education about crying in normal infants is associated with a reduction in pediatric emergency room visits for crying complaints. J Dev Behav Pediatr. 2015; 36: 252–257.
Boente G, Salibian-Barrera M. S-Estimators for Functional Principal Component Analysis. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2015; 110: 1100-1111. DOI: 10.1080/01621459.2014.946991 Software: https://github.com/msalibian/S-FPCA
Bouchard-Côté A, Doucet A, Roth A. Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models. arXiv. 2015; 1508.02663.
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. DOI: 10.1016/j.jmva.2015.02.012
Cai S, Chen J, Zidek JV. Hypothesis testing in the presence of multiple samples under a density ratio model. Statistica Sinica. 2015;: Accepted.
Campbell T, Straub J, Fisher J, How JP. Streaming, distributed variational inference for Bayesian nonparametrics. In Advances in Neural Information Processing Systems. 2015.
Campbell T, How JP. Bayesian nonparametric set construction for robust optimization. In American Control Conference. 2015.
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.
Dong J, Zhao Y, Petkau AJ, Li DKB, Riddehough A, Traboulsee A. Further investigation of safety monitoring guidelines based on magnetic resonance imaging lesion activity in multiple sclerosis clinical trials. Multiple Sclerosis Journal [Internet]. 2015; 21: 101-104. DOI: 10.1177/1352458514533846 URL: http://msj.sagepub.com/content/early/2014/05/20/1352458514533846
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. DOI: 10.1177/2042098615588084
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.
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. DOI: 10.1111/biom.12271
Gustafson P. Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data. Chapman and Hall / CRC Press; 2015.
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 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.
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. DOI: 10.1007/s00415-015-7862-9
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. DOI: 10.1136/jmedgenet-2015-103290
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. URL: http://www.crcpress.com/product/isbn/9781466577732
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. DOI: 10.1016/j.jmva.2015.03.002
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. DOI: 10.1086/681083
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. DOI: 10.1002/sim.6484
Krupskii P, Joe H. Structured factor copula models: Theory, inference and computation. Journal of Multivariate Analysis. Elsevier Inc; 2015; 138: 53-73. DOI: 10.1016/j.jmva.2014.11.002
Krupskii P, Joe H. Tail-weighted measures of dependence. Journal of Applied Statistics. Taylor & Francis Ltd; 2015; 42: 614-629. DOI: 10.1080/02664763.2014.980787
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.
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.
Lavoie PM, Stritzke A, Ting J, Jabr M, Jain A, Kwan E, et al. A Randomized Controlled Trial of the Use of Oral Glucose with or without Gentle Facilitated Tucking of Infants during Neonatal Echocardiography. PLoS ONE. 2015; 10: e0141015.
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. DOI: 10.1080/10618600.2014.948180
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, Zidek JV, Trites AW. Bias Correction and Uncertainty Characterization of Dead-Reckoned Paths of Marine Mammals. Animal Biotelmetry. 2015; 3. DOI: 10.1186/s40317-015-0080-5
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, 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;.
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;.
Loewenstein G, Krishnamurti T, Kopsic J, McDonald DJ. Does Increased Sexual Frequency Enhance Happiness?. Journal of Economic Behavior and Organization [Internet]. 2015; 116: 206–218. URL: http://dx.doi.org/10.1016/j.jebo.2015.04.021
Luo H, Burstyn I, Gustafson P. Gene-enviroment Independence in case-control studies: Issues of parameterization and Bayesian inference. Statistics in Biosciences. 2015;. DOI: dx.doi.org/10.1007/s12561-015-9134-8
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.
McDonald DJ, Shalizi CRohilla, Schervish M. Estimating beta-mixing coefficients via histograms. Electronic Journal of Statistics [Internet]. 2015; 9: 2855–2883. URL: http://dx.doi.org/10.1214/15-EJS1094
McPherson A, Roth A, McAlpine J, Bouchard-Côté A, Shah SP. The Importance of Mutation Loss in Modelling Evolution and Metastasis in Genomically Unstable Cancers. In HitSeq. 2015.

Pages