Susan Murphy
Cited by
Cited by
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
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
Optimal dynamic treatment regimes
SA Murphy
Journal of the Royal Statistical Society Series B: Statistical Methodology íK, 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
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
On profile likelihood
SA Murphy, AW Van der Vaart
Journal of the American Statistical Association 95 (450), 449-465, 2000
An experimental design for the development of adaptive treatment strategies
SA Murphy
Statistics in medicine 24 (10), 1455-1481, 2005
A conceptual framework for adaptive preventive interventions
LM Collins, SA Murphy, KL Bierman
Prevention science 5, 185-196, 2004
Performance guarantees for individualized treatment rules
M Qian, SA Murphy
Annals of statistics 39 (2), 1180, 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
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 (1), 21-48, 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
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
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
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
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
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
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
Asymptotic theory for the frailty model
SA Murphy
The annals of statistics, 182-198, 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
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