Publications by Department Members
2013
. A Markov regime-switching model for crude-oil markets: Comparison of composite likelihood and full likelihood. Canadian Journal of Statistics. John Wiley & Sons, Inc.; 2013;41:353–367.
. Score for neonatal acute physiology-II and neonatal pain predict corticospinal tract development in premature newborns. Pediatr. Neurol. 2013;48:123–129.
2012
. A longitudinal model for magnetic resonance imaging lesion count data in multiple sclerosis patients. Statistics in Medicine [Internet]. 2012;31:449–469. http://onlinelibrary.wiley.com/doi/10.1002/sim.4394/abstract
. MRI-based clinical trials in relapsing-remitting multiple sclerosis: new sample size calculations based on a longitudinal model. Multiple Sclerosis Journal. 2012;18:1600–1608.
. Sensitivity of the limit shape of sample clouds from meta densities. BERNOULLI. 428 PRINSES BEATRIXLAAN, 2270 AZ VOORBURG, NETHERLANDS: INT STATISTICAL INST; 2012;18:1386-1404.
. ASYMPTOTIC DEPENDENCE FOR LIGHT-TAILED HOMOTHETIC DENSITIES. ADVANCES IN APPLIED PROBABILITY. THE UNIVERSITY, SCHOOL MATHEMATICS STATISTICS, SHEFFIELD S3 7RH, ENGLAND: APPLIED PROBABILITY TRUST; 2012;44:506-527.
. MRI monitoring of immunomodulation in relapse-onset multiple sclerosis trials. Nature Reviews Neurology. 75 VARICK ST, 9TH FLR, NEW YORK, NY 10013-1917 USA: NATURE PUBLISHING GROUP; 2012;8:13-21.
. Bandwidth choice for robust nonparametric scale function estimation. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2012;56:1594-1608.
. Efficient stabilization of crop yield prediction in the Canadian Prairies. Agricultural and forest meteorology. Elsevier; 2012;152:223–232.
. Modeling nonstationary processes through dimension expansion. Journal of the American Statistical Association. Taylor and Francis; 2012;107:281–289.
. Phylogenetic inference via sequential Monte Carlo. Systematic Biology. 2012;61:579–593.
. Bayesian pedigree analysis using measure factorization. In Advances in Neural Information Processing Systems 25 (NIPS). 2012. pp. 2906–2914.
. The Poisson Indel Process. arXiv. 2012;1207.6327.
. Procedural pain and brain development in premature newborns. Ann. Neurol. 2012;71:385–396.
. Postnatal infection is associated with widespread abnormalities of brain development in premature newborns. Pediatr. Res. 2012;71:274–279.
. Confidence intervals for the mean of a population containing many zero values under unequal probability sampling 511: Y. Quality Control and Applied Statistics. 2012;57:77.
. Adjusted empirical likelihood with high-order one-sided coverage precision. Statistics and its Interface. 2012;5:281–292.
. Inference on the order of a normal mixture. Journal of the American Statistical Association. Taylor & Francis Group; 2012;107:1096–1105.
. Extended BIC for small-n-large-P sparse GLM. Statistica Sinica. 2012;22:555.
. SBSA: Simplified Bayesian Sensitivity Analysis [Internet]. 2012. http://CRAN.R-project.org/package=SBSA
. Robust Estimation of Multivariate Location and Scatter in the Presence of Missing Data. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. 732 N WASHINGTON ST, ALEXANDRIA, VA 22314-1943 USA: AMER STATISTICAL ASSOC; 2012;107:1178-1186.
. MRM-based multiplexed quantitation of 67 putative cardiovascular disease biomarkers in human plasma. Proteomics. Wiley Online Library; 2012;12:1222–1243.
. Temporal forecasting with a Bayesian spatial predictor: Application to ozone. Advances in Meteorology. Hindawi Publishing Corporation; 2012;2012.
. Multiple Reaction Monitoring (MRM) Principles and Application to Coronary Artery Disease. Circulation: Cardiovascular Genetics. Am Heart Assoc; 2012;5:378–378.
. Using International Classification of Diseases, 10th edition, codes to estimate abusive head trauma in children. Am J Prev Med. 2012;43:215–220.
. Neutralizing antibodies to interferon beta-1b multiple sclerosis: a clinico-radiographic paradox in the BEYOND trial. Multiple Sclerosis Journal. Sage Publications; 2012;18:181–195.
. Neutralizing antibodies to interferon beta-1b in multiple sclerosis: a clinico-radiographic paradox in the BEYOND trial. Multiple Sclerosis Journal. 1 OLIVERS YARD, 55 CITY ROAD, LONDON EC1Y 1SP, ENGLAND: SAGE PUBLICATIONS LTD; 2012;18:181-195.
. Single course of antenatal steroids did not alter cortisol in preterm infants up to 18 months. Acta Paediatr. 2012;101:604–608.
. A computational pipeline for the development of multi-marker bio-signature panels and ensemble classifiers. BMC bioinformatics. BioMed Central; 2012;13:1.
. Double-robust estimators: Slightly more Bayesian than meets the eye?. International Journal of Biostatistics. 2012;8:issue 2, article 4.
. On the behaviour of Bayesian credible intervals in partially identified models. Electronic Journal of Statistics [Internet]. 2012;6:2107-2124. projecteuclid.org/euclid.ejs/1351865119
. Double-robust estimators: slightly more Bayesian than meets the eye?. The international journal of biostatistics. 2012;8:1–15.
. The theory and application of penalized methods or Reproducing Kernel Hilbert Spaces made easy. Statist. Surv. [Internet]. The American Statistical Association, the Bernoulli Society, the Institute of Mathematical Statistics, and the Statistical Society of Canada; 2012;6:113–141. http://dx.doi.org/10.1214/12-SS101
. Time-varying markov models for binary temperature series in agrorisk management. Journal of agricultural, biological, and environmental statistics. Springer; 2012;17:283–305.
. Likelihood With Applications. Empirical Bayes and Likelihood Inference. Springer Science and Business Media; 2012;148:211.
. Tail comonotonicity and conservative risk measures. ASTIN Bulletin. Peeters; 2012;42:601-629.
. Tail comonotonicity: Properties, constructions, and asymptotic additivity of risk measures. Insurance Mathematics & Economics. Elsevier Science BV; 2012;51:492-503.
. Book Review of ``Inequalities: Theory of Majorization and Its Applications, by AW Marshall, I. Olkin and BC Arnold, Springer". Probability in the Engineering and Informational Sciences. Cambridge University Press; 2012;26:449–453.
. Multivariate inverse Gaussian and skew-normal densities. Statistics & Probability Letters. Elsevier Science BV; 2012;82:2244-2251.
. Entangled Monte Carlo. In Advances in Neural Information Processing Systems 25 (NIPS). 2012. pp. 2735–2743.
. A robust and sparse K-means clustering algorithm. arXiv preprint arXiv:1201.6082. 2012;.
. Testing the order of a finite mixture. Journal of the American Statistical Association. Taylor & Francis; 2012;.
. Two-step and likelihood methods for HIV viral dynamic models with covariate measurement errors and missing data. Journal of Applied Statistics [Internet]. 2012;39:963–978. http://dx.doi.org/10.1080/02664763.2011.632404
. On the detectability of different forms of interaction in regression models. Metrika. Springer; 2012;75:347–365.
. A yeast phenomic model for the gene interaction network modulating F508del-CFTR protein biogenesis. Genome Medicine. BioMed Central Ltd; 2012;4.
. A yeast phenomic model for the gene interaction network modulating CFTR-deltaF508 protein biogenesis. Genome Med. 2012;4:103.
. A yeast phenomic model for the gene interaction network modulating CFTR-Delta F508 protein biogenesis. GENOME MEDICINE. 236 GRAYS INN RD, FLOOR 6, LONDON WC1X 8HL, ENGLAND: BIOMED CENTRAL LTD; 2012;4:103.
. Is probabilistic bias analysis approximately Bayesian?. Epidemiology [Internet]. 2012;23:151. 10.1097/EDE.0b013e31823b539c