Publications by Department Members
2015
- 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. 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. 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. 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. 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, How JP. Bayesian nonparametric set construction for robust optimization American Control Conference. 2015
- Campbell T, Straub J, Fisher J, How JP. Streaming, distributed variational inference for Bayesian nonparametrics Advances in Neural Information Processing Systems. 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 A, Li D, 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:
- Etminan M, Luo H, Gustafson P. Risk of intracranial hypertension with intrauterine levonorgestrel Therapeutic advances in drug safety. 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. 2015 16: 63.
- Gustafson P. Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data . 2015
- Gustafson P. Discussion of ``On Bayesian Estimation of Marginal Structural Models'' Biometrics. 2015 71: 291–293. DOI: 10.1111/biom.12271
- 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, Kappos L, Goodin D, 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. 2015 262: 2466-2471. DOI: 10.1007/s00415-015-7862-9
- Hartung H, 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. 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. 2015 52: 699-705. DOI: 10.1136/jmedgenet-2015-103290
- Jewell S, Spencer N, Bouchard-Côté A. Atomic spatial processes International Conference on Machine Learning (ICML). 2015 32: 248–256.
- Joe H, Cai J, Czado C, Li H. Preface to special issue on high-dimensional dependence and copulas Journal of Multivariate Analysis. 2015 138: 1-3. DOI: 10.1016/j.jmva.2015.03.002
- Joe H, Davis RA, Holan SH, Lund RB, Ravishanker N. Markov count time series models with covariates Handbook of Discrete-Valued Time Series [Internet]. 2015 29–49. URL: http://www.crcpress.com/product/isbn/9781466577732
- 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. 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. 2015 34: 2165-2180. DOI: 10.1002/sim.6484
- 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. 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. 2015 42: 614-629. DOI: 10.1080/02664763.2014.980787
- 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. 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.
- 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. 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 . 2015 R package.
- Li S, Chen J, Guo J, Jing B, Tsang S, 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 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, Trites AW, Zidek JV. Bias correction and uncertainty characterization of Dead-Reckoned paths of marine mammals Animal Biotelemetry. 2015 3: 1.
- 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, Dinsdale D, Jun S, 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.
- 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 HitSeq. 2015
- Nikoloulopoulos AK, Joe H. Factor copula models for item response data Psychometrika. 2015 80: 126-150. DOI: 10.1007/s11336-013-9387-4
- 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. 2015 1–10.