Publications by Department Members
2016
Coresets for scalable Bayesian logistic regression. In Advances in Neural Information Processing Systems. 2016. .
Whole-organism developmental expression profiling identifies RAB-28 as a novel ciliary GTPase associated with the BBSome and intraflagellar transport. PLoS genetics. 2016; 12: e1006469. .
Multivariate models for dependent clusters of variables with conditional independence given aggregation variables. Computational Statistics & Data Analysis. 2016; 97: 114-132. DOI: 10.1016/j.csda.2015.12.001 .
Correction: Iron Regulation of the Major Virulence Factors in the AIDS-Associated Pathogen Cryptococcus neoformans. PLoS Biol. Public Library of Science; 2016; 14: e1002410. .
Hypothesis Testing for an Exposure–Disease Association in Case–Control Studies Under Nondifferential Exposure Misclassification in the Presence of Validation Data: Bayesian and Frequentist Adjustments. Statistics in Biosciences. Springer; 2016;: 1–19. DOI: 10.1007/s12561-015-9141-9 .
Comparison of Statistical Approaches for Dealing With Immortal Time Bias in Drug Effectiveness Studies. American Journal of Epidemiology. Oxford University Press; 2016;: kwv445. DOI: 10.1093/aje/kwv445 .
Comparison of statistical approaches for dealing with immortal time bias in drug effectiveness studies. American Journal of Epidemiology. 2016; 184: 325-335. DOI: 10.1093/aje/kwv445 .
Comparison of statistical approaches for dealing with immortal time bias in drug effectiveness studies. American Journal of Epidemiology. 2016; 184: 857-858. .
Initial estimators for regularized robust methods in high-dimensional settings. In 22nd International Conference on Computational Statistics. 2016. .
Regularization in Regime-Switching Gaussian Autoregressive Models. In Advanced Statistical Methods in Data Science. Springer Singapore; 2016. pp. 13–34. .
RSKC: An R Package for a Robust and Sparse K-Means Clustering Algorithm. Journal of Statistical Software [Internet]. 2016; 72: 1–26. DOI: 10.18637/jss.v072.i05 URL: https://www.jstatsoft.org/index.php/jss/article/view/v072i05 .
Modulation recognition in the 868 MHz band using classification trees and random forests. {AEU} - International Journal of Electronics and Communications [Internet]. 2016; 70: 1321 - 1328. DOI: 10.1016/j.aeue.2016.07.001 URL: http://www.sciencedirect.com/science/article/pii/S1434841116303430 Software: https://github.com/msalibian/ModulationRecognition .
Tea, coffee, and caffeinated beverage consumption and risk of epithelial ovarian cancers. Cancer Epidemiology [Internet]. 2016; 45. URL: http://dx.doi.org/10.1016/j.canep.2016.10.010 .
Robust regression estimation and inference in the presence of cellwise and casewise contamination. Computational Statistics & Data Analysis. Elsevier; 2016;. .
Bayesian Data Fusion Approaches to Predicting Spatial Tracks: Application to Marine Mammals. Annals of Applied Statistics. 2016;: Accepted. .
Bayesian adjustment for the misclassification in both dependent and independent variables with application to a breast cancer study. Statistics in Medicine. 2016;. DOI: 10.1002/sim.6996 .
Endometrial carcinomas with POLE exonuclease domain mutations have a favorable prognosis. Clinical Cancer Research [Internet]. 2016;. DOI: 10.1158/1078-0432.CCR-15-2233 URL: http://clincancerres.aacrjournals.org/content/early/2016/01/13/1078-0432.CCR-15-2233.abstract .
Divergent modes of clonal spread and intraperitoneal mixing in high-grade serous ovarian cancer. Nature Genetics. 2016; 48: 758–767. .
Parsing the Interferon Transcriptional Network and Its Disease Associations. Cell. Elsevier; 2016; 164: 564–578. .
Comparison of non-nested models under a general measure of distance. Journal of Statistical Planning and Inference. Elsevier Science BV; 2016; 170: 166-185. DOI: 10.1016/j.jspi.2015.10.004 .
Prospective study of Retinal Nerve Fibre Layer Thickness in Alemtuzumab Treated Multiple Sclerosis Patients (P3. 083). Neurology. Lippincott Williams & Wilkins; 2016; 86: P3–083. .
Rapid adaptive evolution of colour vision in the threespine stickleback radiation. Proceedings of the Royal Society of London B: Biological Sciences [Internet]. 2016; 283. DOI: 10.1098/rspb.2016.0242 URL: http://rspb.royalsocietypublishing.org/content/283/1830/20160242 .
An adaptive clinical trials procedure for a sensitive subgroup examined in the multiple sclerosis context. Statistical Methods in Medical Research [Internet]. 2016; 25: 1330-1345. DOI: 10.1177/0962280213480576 URL: http://smm.sagepub.com/content/early/2013/04/01/0962280213480576 .
Clonal genotype and population structure inference from single-cell tumor sequencing. Nature Methods. 2016; 13: 575–576. .
Robust tests for linear regression models based on tau-estimates. COMPUTATIONAL STATISTICS & DATA ANALYSIS. PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS: ELSEVIER SCIENCE BV; 2016; 93: 436-455. DOI: 10.1016/j.csda.2014.09.012 Software: https://github.com/msalibian/tau-tests .
Mitigating the effects of preferentially selected monitoring sites for environmental policy and health risk analysis. Spatial and Spatio-temporal epidemiology. 2016; 18: 44-52. .
Unbounded Bayesian optimization via regularization. In AISTATS. 2016. pp. 1168–1176. .
Observational studies of disease modifying therapies for multiple sclerosis: Methodological challenges and opportunities. British Medical Journal. 2016; 354: i3518. .
Using computer model uncertainty to inform the design of physical experiments: An application in glaciology. Simon Fraser University; 2016. .
Single-Patient Molecular Testing with NanoString nCounter Data Using a Reference-Based Strategy for Batch Effect Correction. PLoS ONE [Internet]. Public Library of Science; 2016; 11: 1-18. DOI: 10.1371/journal.pone.0153844 URL: http://dx.doi.org/10.1371%2Fjournal.pone.0153844 .
Early postnatal docosahexaenoic acid levels and improved preterm brain development. Pediatr. Res. 2016;. .
Accelerating gene discovery by phenotyping whole-genome sequenced multi-mutation strains and using the sequence kernel association test (SKAT). PLoS genetics. 2016; 12: e1006235. .
Exploiting Multiple Descriptor Sets in QSAR Studies. Journal of chemical information and modeling [Internet]. 2016; 56: 501–509. URL: http://pubs.acs.org/doi/abs/10.1021/acs.jcim.5b00663 .
Quantifying Uncertainty in Lumber Grading and Strength Prediction: A Bayesian Approach. Technometrics [Internet]. 2016; 58: 236–243. DOI: 10.1080/00401706.2015.1033108 URL: http://dx.doi.org/10.1080/00401706.2015.1033108 .
Bayesian regression models adjusting for unidirectional covariate misclassification. Canadian Journal of Statistics. 2016; 44: 198–218. DOI: 10.1002/cjs.11284 .
Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. 2016; 177: 64–73. .
Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. North-Holland; 2016; 177: 64–73. .
Inferring history of human populations using single-nucleotide polymorphism. Annals of Applied Stat. 2016; 10: 2047–2074. .
Inferring history of human populations using single-nucleotide polymorphism. Annals of Applied Statistics. 2016; 10: 2047–2074. .
Association between the use of selective serotonin reuptake inhibitors and multiple sclerosis disability progression. Pharmacoepidemiology and Drug Safety. 2016;. DOI: 10.1002/pds.4031 .
Association between the use of selective serotonin reuptake inhibitors and multiple sclerosis disability progression. Pharmacoepidemiology and Drug Safety. 2016; 25: 1150-1159. DOI: 10.1002/pds.4031 .
2015
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 .
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 .
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 .
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. .
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
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Particle Gibbs Split-Merge Sampling for Bayesian Inference in Mixture Models. arXiv. 2015; 1508.02663. .
Particle Gibbs split-merge sampling for Bayesian inference in mixture models. Journal of Machine Learning Research. 2015; (Accepted). .