Publications

Brown, C.H., Curran, G., Palinkas, L.A., Aarons, G.A., Wells, K.B., Jones, L., Collins, L.M., Duan, N., Mittman, B.S., Wallace, A., Tabak, R.G., Ducharme, L., Chambers, D.A., Neta, G., Wiley, T., Landsverk, J., Cheung, K., Cruden, G. (2017).  An overview of research and evaluation designs for dissemination and implementation.  Annual Review of Public Health 38, 1-22.  Doi:10.1146/annurev-publhealth-031816-044215

Cheung, Y. K., Moon, Y. P., Kulick, E.R., Sacco, R.L., Elkind, M.S.V., Willey, J.Z. (2017). Leisure-time physical activity and cardiovascular mortality in an elderly population in Northern Manhattan: A prospective cohort study.  Journal of General Internal Medicine 32, 168-174.

Stevens, J., Pratt, C., Boyington, J., Nelson, C., Truesdale, K.P., Ward, D.S., Lytle, L., Sherwood, N.E., Robinson, T.N., Moore, S., Barkin, S., Cheung, Y.K., Murray, D.M. (2017).  Multilevel interventions targeting obesity: research recommendations for vulnerable populations.  American Journal of Preventive Medicine 52, 115-124.

Qian, M. (Forthcoming 2016). Comments on Personalized dose finding using outcome weighted learning. Journal of the American Statistical Association

Zhong X., Lin E, Hershman DL, Moinpour C, Unger J, Lee S. (2015). Symptom Cluster on Advanced Prostate Cancer. Journal of Oncology Practice. Doi: 10.1200/JOP.2015.006106.

McKeague IW, Qian M. (2015). An adaptive resampling test for detecting the presence of significant predictors. Journal of the American Statistical Association. 110(512), 1422-1433. View abstract

Cheung, Y. K., Chakraborty, B., & Davidson, K. W. (2015). Sequential multiple assignment randomized trial (SMART) with adaptive randomization for quality improvement in depression treatment program. Biometrics. 71(2), 450-459. View abstract.

Cheung, Y. K., Yu, G., Wall, M. M., Sacco, R. L., Elkind, M. S., & Willey, J. Z. (2015). Patterns of leisure-time physical activity using multivariate finite mixture modeling and cardiovascular risk factors in the Northern Manhattan Study. Annals of Epidemiology. 25(7), 469-474. View abstract.

Mohr, D. C., Schueller, S. M., Riley, W. T., Brown, C. H., Cuijpers, P., Duan, N., ... & Cheung, K. (2015). Trials of intervention principles: Evaluation methods for evolving behavioral intervention technologiesJournal of Medical Internet Research. 17(7).

McKeague IW, Qian M. (2014). Evaluation of treatment policies based on functional predictors. Statistica Sinica. 24(3): 1461-1485. View abstract

Laber EB, Lizotte DJ, Qian M, Pelham WE, Murphy SA. (2014). Dynamic treatment regimes: technical challenges and applications (with discussion). Electronic Journal of Statistics. 8(1):1225-1272. View abstract

Mohr D, Cheung K, Schueller SM, Brown CH, Duan N (2013). Continuous evaluation of evolving behavioral intervention technologies.  American Journal of Preventive Medicine 45:517-523.

Oh, E. J., Lee, H. (2013). Dimension Reduction and Prediction for High-dimensional Regression Models Using the Graphical Lasso, Journal of the Korean Data Analysis Society. 15(5), 2321-2332.

Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, G. Fabiano, G, Waxmonsky, J, Yu, J, Murphy, SA. (2012). Experimental design and primary data analysis: Methods for comparing adaptive interventions. Psychological Methods. 17(4):457-77. View abstract.

Nahum-Shani I, Qian M, Almirall D, Pelham WE, Gnagy B, Fabiano, G, Waxmonsky, J, Yu J, Murphy SA. (2012). Q-Learning: A data analysis method for constructing adaptive interventions. Psychological Methods. 17(4):478-94. View abstract

Qian M, Murphy SA. (2011). Performance guarantees for individualized treatment rules. Annals of Statistics. 39(2): 1180-1210. View abstract