Publications by Department Members
2015
Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data. Chapman and Hall / CRC Press; 2015. .
Discussion of ``On Bayesian Estimation of Marginal Structural Models''. Biometrics. Wiley-Blackwell; 2015; 71: 291–293. DOI: 10.1111/biom.12271 .
A randomized controlled trial of an intervention for infants' behavioral sleep problems. BMC Pediatr. 2015; 15: 181. .
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 .
Predictors of disease activity in 857 patients with MS treated with interferon beta-1b. Journal of neurology. Springer; 2015; 262: 2466–2471. .
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 .
Atomic spatial processes. In International Conference on Machine Learning (ICML). 2015. pp. 248–256. .
Markov count time series models with covariates. In: . 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 .
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 .
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 .
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 .
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 .
Tail-weighted measures of dependence. Journal of Applied Statistics. Taylor & Francis Ltd; 2015; 42: 614-629. DOI: 10.1080/02664763.2014.980787 .
Tail-weighted measures of dependence. Journal of Applied Statistics. 2015; 42: 614–629. .
Structured factor copula models: theory, inference and computation. Journal of Multivariate Analysis. 2015; 138: 53–73. .
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. .
Oral glucose during targeted neonatal echocardiography: is it useful?. Arch. Dis. Child. Fetal Neonatal Ed. 2015; 100: F374–375. .
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 .
GSE: Robust Estimation in the Presence of Cellwise and Casewise Contamination and Missing Data. 3.3rd ed. 2015. p. R package. .
Likelihood Ratio Test for Multi-Sample Mixture Model and Its Application to Genetic Imprinting. Journal of the American Statistical Association. 2015; 110: 867–877. .
Bias Correction and Uncertainty Characterization of Dead-Reckoned Paths of Marine Mammals. Animal Biotelmetry. 2015; 3. DOI: 10.1186/s40317-015-0080-5 .
Bias correction and uncertainty characterization of Dead-Reckoned paths of marine mammals. Animal Biotelemetry. BioMed Central; 2015; 3: 1. .
incorporating high-dimensional exposure modelling into studies of air pollution and health. Statistics in Biosciences. 2015;: Accepted. .
Automatic Learning of Basketball Strategy via SportVU Tracking Data: the Potential Field Approach. Submitted to Sloan Sports Analytics Conference. 2015;. .
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;. .
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 .
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 .
Attenuated innate immune defenses in very premature neonates during the neonatal period. Pediatr. Res. 2015; 78: 492–497. .
Estimating beta-mixing coefficients via histograms. Electronic Journal of Statistics [Internet]. 2015; 9: 2855–2883. URL: http://dx.doi.org/10.1214/15-EJS1094 .
Factor copula models for item response data. Psychometrika. Springer; 2015; 80: 126-150. DOI: 10.1007/s11336-013-9387-4 .
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. .
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. DOI: 10.1371/journal.pcbi.1004220 .
A moving blocks empirical likelihood method for longitudinal data. Biometrics [Internet]. 2015; 71: 616–624. DOI: 10.1111/biom.12317 URL: http://onlinelibrary.wiley.com/doi/10.1111/biom.12317/abstract .
Comparison of reducing epicardial fat by exercise, diet or bariatric surgery weight loss strategies: a systematic review and meta-analysis. Obesity Reviews. Wiley Online Library; 2015; 16: 406–415. .
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. DOI: 10.1177/1352458515569098 .
Inference of clonal genotypes from single cell sequencing data. In HitSeq. 2015. .
Spatio-Temporal Methods in Environmental Epidemiology. CRC Press; 2015. .
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; 2015: ID451912, 11 pages. DOI: 10.1155/2015/451912 .
Multiple Sclerosis in Older Adults: The Clinical Profile and Impact of Interferon Beta Treatment. BioMed research international. Hindawi Publishing Corporation; 2015; 2015. DOI: 10.1155/2015/451912 .
Small-variance nonparametric clustering on the hypersphere. In IEEE Conference on Computer Vision and Pattern Recognition. 2015. .
ENSEMBLING CLASSIFICATION MODELS BASED ON PHALANXES OF VARIABLES WITH APPLICATIONS IN DRUG DISCOVERY. ANNALS OF APPLIED STATISTICS. 3163 SOMERSET DR, CLEVELAND, OH 44122 USA: INST MATHEMATICAL STATISTICS; 2015; 9: 69-93. DOI: 10.1214/14-AOAS778 .
Ensembling classification models based on phalanxes of variables with applications in drug discovery. The Annals of Applied Statistics [Internet]. 2015; 9: 69–93. URL: http://projecteuclid.org/euclid.aoas/1430226085 .
Serum proteomics in multiple sclerosis disease progression. Journal of proteomics. Elsevier; 2015; 118: 2–11*Senior Author. .
The SAGE handbook of multilevel modeling. International Journal of Research & Method in Education [Internet]. 2015; 38: 100–101. DOI: 10.1080/1743727X.2014.986027 URL: http://dx.doi.org/10.1080/1743727X.2014.986027 .
Early neonatal pain exposure and brain microstructure interact to predict neurodevelopmental outcomes at 18 months corrected age in children born very preterm. Int. J. Dev. Neurosci. 2015; 47: 47. .
Resampling calibrated adjusted empirical likelihood. Canadian Journal of Statistics. 2015; 43: 42–59. .
Bayesian phylogenetic inference using the combinatorial sequential Monte Carlo method. Journal of the American Statistical Association. 2015; 110: 1362–1374. .
Quantifying uncertainty in lumber grading and strength prediction: a Bayesian approach. Technometrics. Taylor and Francis; 2015; 58: 236-243. .