Publications

2018

Cheung, K., Ling, W., Karr, C. J., Weingardt, K., Schueller, S. M., & Mohr, D. C. (2018). Evaluation of a recommender app for apps for the treatment of depression and anxiety: an analysis of longitudinal user engagement. Journal of the American Medical Informatics Association. View abstract.

Hu, X., Hsueh, P. Y., Chen, C. H., Diaz, K. M., Parsons, F. E., Ensari, I., ... & Cheung, Y. K. (2018). An interpretable health behavioral intervention policy for mobile device users. IBM journal of research and development, 62(1), 4-1. View abstract.

Cheung, Y., Hsueh, P. Y., Ensari, I., Willey, J., & Diaz, K. (2018). Quantile Coarsening Analysis of High-Volume Wearable Activity Data in a Longitudinal Observational Study. Sensors, 18(9), 3056. View abstract.

2017

Cheung, Y. K., Hsueh, P. Y. S., Qian, M., Yoon, S., Meli, L., Diaz, K. M., ... & Davidson, K. W. (2017). Are Nomothetic or Ideographic Approaches Superior in Predicting Daily Exercise Behaviors?. Methods of information in medicine, 56(06), 452-460. View abstract.

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.

2016

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

2015

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 technologies. Journal of Medical Internet Research. 17(7).

2014

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. 

2013

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.

2012

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. 

2011

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