Susan A. Murphy

Identifiers

• name variant Susan A. Murphy 0.60 · backfill

Papers (8)

1. Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study stat.ME · 2019 · author #3
2. Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials stat.OT · 2018 · author #5
3. The stratified micro-randomized trial design: sample size considerations for testing nested causal effects of time-varying treatments stat.AP · 2017 · author #4
4. Assessing Time-Varying Causal Effect Moderation in Mobile Health stat.ME · 2016 · author #4
5. Small Sample Inference for Generalization Error in Classification Using the CUD Bound cs.LG · 2012 · author #2
6. Active Learning for Developing Personalized Treatment cs.LG · 2012 · author #3
7. Performance guarantees for individualized treatment rules math.ST · 2011 · author #2
8. Statistical Inference in Dynamic Treatment Regimes stat.ME · 2010 · author #5

Mentions

• 1206.3274 #2 · backfill · confidence 0.70 Susan A. Murphy
• 1202.3714 #3 · backfill · confidence 0.70 Susan A. Murphy
• 1105.3369 #2 · backfill · confidence 0.70 Susan A. Murphy
• 1006.5831 #5 · backfill · confidence 0.70 Susan A. Murphy

Frequent Coauthors

• Eric B. Laber 2 shared papers
• Min Qian 2 shared papers
• Predrag Klasnja 2 shared papers
• Andy Jinseok Lee 1 shared papers
• Audrey Boruvka 1 shared papers
• Daniel Almirall 1 shared papers
• Dan J. Lizotte 1 shared papers
• Joelle Pineau 1 shared papers
• Katie Witkiewitz 1 shared papers
• Kun Deng 1 shared papers
• Nicholas J. Seewald 1 shared papers
• Peng Liao 1 shared papers
• Santosh Kumar 1 shared papers
• Shawna N. Smith 1 shared papers
• Tianchen Qian 1 shared papers
• Walter Dempsey 1 shared papers
• William E. Pelham 1 shared papers