PhD, 2005, University of Michigan
|
|
|
|
Courses Taught:
|
BIOS 590R: Seminar In Biostatistics
BIOS 708: Categorical Data Analysis
BIOS 709: Generalized Linear Models
BIOS 790R: Adv Seminar In Biostatistics
|
|
|
|
Career Overview:
|
|
Research interests in statistical methodology: causal inference, noncompliance, missing and coarsened data, prediction models using high-dimensional data, issues in clinical trial designs and monitoring, functional data analysis, nonparametric and semiparametric regression methods, Bayesian modeling and prediction methods.
Research interests in subject-matter applications: cancers, women's mental health, diabetes, and renal diseases.
|
|
|
|
Selected Publications:
|
., Chung, M., Moreno, C.S. and Johnson, B.A.
Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects
Annals of Applied Statistics , in press, 2011.
|
|
|
., Hsu, C.H., and Li, Y.
Doubly robust nonparametric multiple imputation for ignorable missing data.
Statistica Sinica , in press, 2011.
|
|
|
., Zhang, X., and Johnson, B.A
Robust estimation of area under ROC curve using auxiliary variables in the presence of missing biomarker values
Biometrics , 67(2): 559-567, 2011.
|
|
|
., Johnson, B.A., Osunkoya, A.O., Lai, Y., Zhou, W., Abramovitz, M., Xia, M., Bouzyk, M., Nam, R., Sugar, L., Stanimirovi, A., Leyland-Jones, B.R., Seth, A.K., Petros, J.A., Moreno, C.S.
Protein-coding and microRNA biomarkers of recurrence of prostate cancer following radical prostatectomy
American Journal of Pathology , 179(1): 46-54, 2011.
|
|
|
Ji, S., ., Newport, J., Na, H., Knight, B., Zach, E.B., Morris, N.J., Kutner, M., and Stowe, Z.N.
Validity of depression rating scales during pregnancy and the postpartum period: Impact of trimester and parity
Journal of Psychiatric Research , 45(2): 213-219, 2011.
|
|
|
Twombly, J.G., ., Zhu, M., Wilson, P.W.F., Narayan, V.K.M., Fraser, L-A., Brian C. Webber, B.C., and Phillips, L.S.
Diabetes care in black and white veterans in the southeastern United States.
Diabetes Care , 33(5): 958-63, 2010.
|
|
|
., Little, R.J., and Lin, X.
Estimating causal effects in multi-arm trials subject to noncompliance: A Bayesian framework
Journal of the Royal Statistical Society, C , 59(3): 513-531, 2010.
|
|
|
Auyeung, S.F., ., Royster, E.B., Murthy, S., McNutt, M.D., Lawson, D., Miller, A., Manatunga, A., and Musselman, D.
Sequential Multiple-Assignment Randomized Trial (SMART) Design of neurobehavioral treatment for patients with metastatic malignant melanoma treated with interferon
Clinical Trials , 6(5): 480-490, 2009.
|
|
|
., Little R.J. and Lin X.
Causal Inference in Hybrid Intervention Trials Involving Treatment Choice
Journal of the American Statistical Association , 103(482: 474-484, 2008.
|
|
|
|
Other affiliations and Activities:
|
|
Part-time Faculty, Biostatistics and Bioinformatics Shared Resource, Winship Cancer Institute
|
|
|
|
|
|
|
|
Link to this page: http://www.sph.emory.edu/faculty/qlong
|
|
|
