Susan A Murphy
25 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-2032-4286
Department of Statistics, Harvard University
Publications
- Counterfactual inference in sequential experiments — The Annals of Statistics 2025
- Batch policy learning in average reward Markov decision processes — The Annals of Statistics 2022
- Off-Policy Estimation of Long-Term Average Outcomes With Applications to Mobile Health — Journal of the American Statistical Association 2021
- Estimating time-varying causal excursion effects in mobile health with binary outcomes — Biometrika 2021
- Rejoinder: ‘Estimating time-varying causal excursion effects in mobile health with binary outcomes’ — Biometrika 2021
- The stratified micro-randomized trial design: Sample size considerations for testing nested causal effects of time-varying treatments — The Annals of Applied Statistics 2020
- Assessing Time-Varying Causal Effect Moderation in Mobile Health — Journal of the American Statistical Association 2018
- Comment — Journal of the American Statistical Association 2012
- Linear Fitted-Q Iteration with Multiple Reward Functions — Journal of Machine Learning Research 2012
- Rejoinder — Journal of the American Statistical Association 2011
- Sample size formulae for two-stage randomized trials with survival outcomes — Biometrika 2011
- Adaptive Confidence Intervals for the Test Error in Classification — Journal of the American Statistical Association 2011
- Performance guarantees for individualized treatment rules — The Annals of Statistics 2011
- Screening Experiments for Developing Dynamic Treatment Regimes — Journal of the American Statistical Association 2009
- A Generalization Error for Q-Learning — Journal of Machine Learning Research 2005
- Optimal dynamic treatment regimes — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
- Rejoinder — Journal of the American Statistical Association 2000
- On Profile Likelihood — Journal of the American Statistical Association 2000
- Semiparametric likelihood ratio inference — The Annals of Statistics 1997
- Maximum Likelihood Estimation in the Proportional Odds Model — Journal of the American Statistical Association 1997
- Likelihood Ratio-Based Confidence Intervals in Survival Analysis — Journal of the American Statistical Association 1995
- The Theil-Sen Estimator with Doubly Censored Data and Applications to Astronomy — Journal of the American Statistical Association 1995
- Asymptotic Theory for the Frailty Model — The Annals of Statistics 1995
- Projected partial likelihood and its application to longitudinal data — Biometrika 1995
- Consistency in a Proportional Hazards Model Incorporating a Random Effect — The Annals of Statistics 1994