Cardiovascular Health Research Unit

Thomas Lumley, PhD

Affiliate Professor, Biostatistics

tlumleyu.washington.edu

Education

BS, Mathematics, Monash University, Melbourne, Australia, 1991
MS, Applied Statistics, University of Oxford, Oxford, UK., 1993
PhD, Biostatistics, Department of Biostatistics, University of Washington, Seattle, WA, 1998


Interests

Regression modelling of correlated data, particularly discrete data:
Clinical trials: ethical and statistical issues in design, conduct and analysis.
Semiparametric inference and connections to design-based inference
Statistical computing: tools for programming, data analysis and teaching.
Foundations: transitivity of tests, decision-theoretic constructions of useful frequentist estimators.
Genomics: design and analysis of large-scale association studies.



Publications

GM Lawrence, S Shulman, Y Friedlander, CM Sitlani, A Burger, B Savitsky, E Granot-Hershkovitz, T Lumley, PY Kwok, S Hesselson, D Enquobahrie, PL Wander, O Manor, DS Siscovick, H Hochner. Associations of maternal pre-pregnancy and gestational body size with offspring longitudinal change in BMI. 2014-04-01. PMID:24124160

H Chen, T Lumley, J Brody, NL Heard-Costa, CS Fox, LA Cupples, J Dupuis. Sequence kernel association test for survival traits. 2014-04-01. PMID:24464521

PL Wander, H Hochner, CM Sitlani, DA Enquobahrie, T Lumley, GM Lawrence, A Burger, B Savitsky, O Manor, V Meiner, S Hesselson, PY Kwok, DS Siscovick, Y Friedlander. Maternal Genetic Variation Accounts in Part for the Associations of Maternal Size during Pregnancy with Offspring Cardiometabolic Risk in Adulthood. PMID:24670385

S Debette, JC Bis, M Fornage, H Schmidt, MA Ikram, et. al. Genome-wide association studies of MRI-defined brain infarcts: meta-analysis from the CHARGE Consortium. Stroke 41, 210-7 (2010). PMID:20044523

DB Hancock, M Eijgelsheim, JB Wilk, SA Gharib, LR Loehr, et. al. Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function. 2010-01-01. PMID:20010835

AM Fretts, BV Howard, AM Kriska, NL Smith, T Lumley, ET Lee, M Russell, D Siscovick. Physical activity and incident diabetes in American Indians: the Strong Heart Study. 2009-09-01. PMID:19622672

MA Ikram, S Seshadri, JC Bis, M Fornage, AL DeStefano, et. al. Genomewide association studies of stroke. N Engl J Med 360, 1718-28 (2009). PMID:19369658

JC Bis, SR Heckbert, NL Smith, AP Reiner, K Rice, T Lumley, LA Hindorff, KD Marciante, DA Enquobahrie, SA Monks, BM Psaty. Variation in inflammation-related genes and risk of incident nonfatal myocardial infarction or ischemic stroke. Atherosclerosis 198, 166-173 (2008). PMID:17981284