| The prevention and treatment of missing data in clinical trials RJ Little, R D'agostino, ML Cohen, K Dickersin, SS Emerson, JT Farrar, ... New England Journal of Medicine 367 (14), 1355-1360, 2012 | 2120* | 2012 |
| Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support I Nahum-Shani, SN Smith, BJ Spring, LM Collins, K Witkiewitz, A Tewari, ... Annals of Behavioral Medicine, 1-17, 2018 | 1617 | 2018 |
| Optimal dynamic treatment regimes SA Murphy Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2003 | 1159 | 2003 |
| Mobile health technology evaluation: the mHealth evidence workshop S Kumar, WJ Nilsen, A Abernethy, A Atienza, K Patrick, M Pavel, WT Riley, ... American journal of preventive medicine 45 (2), 228-236, 2013 | 1131 | 2013 |
| The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions LM Collins, SA Murphy, V Strecher American journal of preventive medicine 32 (5), S112-S118, 2007 | 1049 | 2007 |
| On profile likelihood SA Murphy, AW Van der Vaart Journal of the American Statistical Association 95 (450), 449-465, 2000 | 966 | 2000 |
| An experimental design for the development of adaptive treatment strategies SA Murphy Statistics in medicine 24 (10), 1455-1481, 2005 | 783 | 2005 |
| A conceptual framework for adaptive preventive interventions LM Collins, SA Murphy, KL Bierman Prevention science 5, 185-196, 2004 | 729 | 2004 |
| Performance guarantees for individualized treatment rules M Qian, SA Murphy Annals of statistics 39 (2), 1180, 2011 | 684 | 2011 |
| Microrandomized trials: An experimental design for developing just-in-time adaptive interventions. P Klasnja, EB Hekler, S Shiffman, A Boruvka, D Almirall, A Tewari, ... Health Psychology 34 (S), 1220, 2015 | 575 | 2015 |
| A" SMART" design for building individualized treatment sequences H Lei, I Nahum-Shani, K Lynch, D Oslin, SA Murphy Annual review of clinical psychology 8, 21-48, 2012 | 549 | 2012 |
| Challenges in evaluating psychosocial interventions for autistic spectrum disorders C Lord, A Wagner, S Rogers, P Szatmari, M Aman, T Charman, G Dawson, ... Journal of autism and developmental disorders 35, 695-708, 2005 | 547 | 2005 |
| A strategy for optimizing and evaluating behavioral interventions LM Collins, SA Murphy, VN Nair, VJ Strecher Annals of Behavioral Medicine 30 (1), 65-73, 2005 | 527 | 2005 |
| Communication interventions for minimally verbal children with autism: A sequential multiple assignment randomized trial C Kasari, A Kaiser, K Goods, J Nietfeld, P Mathy, R Landa, S Murphy, ... Journal of the American Academy of Child & Adolescent Psychiatry 53 (6), 635-646, 2014 | 485 | 2014 |
| Marginal mean models for dynamic regimes SA Murphy, MJ van der Laan, JM Robins, ... Journal of the American Statistical Association 96 (456), 1410-1423, 2001 | 445 | 2001 |
| Photodynamic therapy of subfoveal choroidal neovascularization in pathologic myopia with verteporfin-1-year results of a randomized clinical trial-VIP report no. 1 J Arnold, D Kilmartin, J Olson, S Neville, K Robinson, A Laird, ... Ophthalmology 108 (5), 841-852, 2001 | 426 | 2001 |
| Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research D Almirall, I Nahum-Shani, NE Sherwood, SA Murphy Translational behavioral medicine 4 (3), 260-274, 2014 | 403 | 2014 |
| Asymptotic theory for the frailty model SA Murphy The annals of statistics, 182-198, 1995 | 391 | 1995 |
| Maximum likelihood estimation in the proportional odds model SA Murphy, AJ Rossini, AW van der Vaart Journal of the American Statistical Association 92 (439), 968-976, 1997 | 389 | 1997 |
| From hype to reality: data science enabling personalized medicine H Fröhlich, R Balling, N Beerenwinkel, O Kohlbacher, S Kumar, ... BMC medicine 16, 1-15, 2018 | 383 | 2018 |
