Edit Profile (opens in new tab) Murphy, Susan A. Compute Distance To: Compute Author ID: murphy.susan-a Published as: Murphy, Susan A.; Murphy, S. A.; Murphy, Susan more...less Documents Indexed: 45 Publications since 1991 1 Further Contribution Co-Authors: 38 Co-Authors with 36 Joint Publications 1,032 Co-Co-Authors all top 5 Co-Authors 8 single-authored 7 Van der Vaart, Adrianus Willem 6 Klasnja, Predrag 5 Laber, Eric B. 4 Almirall, Daniel 4 Lizotte, Daniel J. 4 Qian, Tianchen 3 Liao, Peng 3 Qian, Min 2 Ernst, Damien 2 Fonteneau, Raphael 2 Pelham, William E. 2 Robins, James M. 2 Wehenkel, Louis A. 2 Yoo, Hyesun 1 Akritas, Michael G. 1 An, Ming-Wen 1 Axinn, William G. 1 Bingham, Derek R. 1 Bowling, Michael 1 Chakraborty, Bibhas 1 Dempsey, Walter 1 Frangakis, Constantine E. 1 Jackson, Wen-Ai 1 Kumar, Santosh 1 LaValley, Michael P. 1 Li, Bing 1 Li, Zhiguo 1 Loo, S. C. K. 1 Lu, Xi 1 Lynch, Kevin G. 1 MacKenzie, Ellen J. 1 Maples, Jerry J. 1 Oslin, David W. 1 Pineau, Joelle 1 Rossini, A. J. 1 Rotnitzky, Andrea G. 1 Rubin, Donald Bruce 1 Sen, Pranab Kumar 1 Shortreed, Susan M. 1 Strecher, Victor 1 Ten Have, Thomas (Tom) R. 1 Ten Have, Tom 1 Tomkins, Sabina 1 Van der Laan, Mark Johannes 1 Vansteelandt, Stijn 1 Wellner, Jon August 1 Xie, Yu all top 5 Serials 10 Journal of the American Statistical Association 4 The Annals of Statistics 4 Biometrics 4 Biometrika 2 Scandinavian Journal of Statistics 2 Journal of Multivariate Analysis 2 Statistical Science 2 Journal of Machine Learning Research (JMLR) 2 Electronic Journal of Statistics 1 IEEE Transactions on Information Theory 1 International Journal of Production Research 1 Journal of Cryptology 1 Annals of Operations Research 1 Machine Learning 1 Designs, Codes and Cryptography 1 Stochastic Processes and their Applications 1 Mathematical Methods of Statistics 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Statistical Methods in Medical Research 1 The Annals of Applied Statistics all top 5 Fields 37 Statistics (62-XX) 7 Computer science (68-XX) 5 Numerical analysis (65-XX) 5 Biology and other natural sciences (92-XX) 4 Operations research, mathematical programming (90-XX) 3 Information and communication theory, circuits (94-XX) 2 Probability theory and stochastic processes (60-XX) 1 Geometry (51-XX) 1 Astronomy and astrophysics (85-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 35 Publications have been cited 989 times in 660 Documents Cited by ▼ Year ▼ On profile likelihood. Zbl 0995.62033Murphy, S. A.; van der Vaart, A. W. 168 2000 Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006Murphy, S. A. 98 2003 Asymptotic theory for the frailty model. Zbl 0822.62069Murphy, S. A. 94 1995 Maximum likelihood estimation in the proportional odds model. Zbl 0887.62038Murphy, S. A.; Rossini, A. J.; van der Vaart, A. W. 86 1997 Consistency in a proportional hazards model incorporating a random effect. Zbl 0827.62033Murphy, S. A. 77 1994 Performance guarantees for individualized treatment rules. Zbl 1216.62178Qian, Min; Murphy, Susan A. 67 2011 Time-dependent coefficients in a Cox-type regression model. Zbl 0754.62069Murphy, S. A.; Sen, P. K. 54 1991 Semiparametric likelihood ratio inference. Zbl 0928.62036Murphy, S. A.; van der Vaart, A. 53 1997 Marginal mean models for dynamic regimes. Zbl 1051.62114Murphy, S. A.; van der Laan, Mark J.; Robins, J. M. 36 2001 Observed information in semi-parametric models. Zbl 0954.62036Murphy, Susan A.; Van der Vaart, Aad W. 30 1999 A generalization error for Q-learning. Zbl 1222.68271Murphy, Susan A. 25 2005 Inference for non-regular parameters in optimal dynamic treatment regimes. Zbl 1365.62411Chakraborty, Bibhas; Murphy, Susan; Strecher, Victor 25 2010 Likelihood ratio-based confidence intervals in survival analysis. Zbl 0868.62041Murphy, S. A. 24 1995 Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 16 2014 Testing for a time dependent coefficient in Cox’s regression model. Zbl 0782.62053Murphy, S. A. 16 1993 Adaptive confidence intervals for the test error in classification. Zbl 1229.62085Laber, Eric B.; Murphy, Susan A. 14 2011 The Theil-Sen estimator with doubly censored data and applications to astronomy. Zbl 0821.62040Akritas, Michael G.; Murphy, Susan A.; LaValley, Michael P. 14 1995 Current status regression. Zbl 1033.62021Murphy, S. A.; van der Vaart, A. W.; Wellner, J. A. 13 1999 Semiparametric mixtures in case-control studies. Zbl 1027.62022Murphy, S. A.; van der Vaart, A. W. 12 2001 Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen 10 2007 Likelihood inference in the errors-in-variables model. Zbl 0865.62032Murphy, S. A.; van der Vaart, A. W. 9 1996 The independence of linear approximations in symmetric cryptanalysis. Zbl 1309.94149Murphy, S. 9 2006 Pairs and triplets of DES S-boxes. Zbl 0816.94015Davies, D.; Murphy, S. 6 1995 Structural nested mean models for assessing time-varying effect moderation. Zbl 1187.62163Almirall, Daniel; Have, Thomas Ten; Murphy, Susan A. 6 2010 Projected partial likelihood and its application to longitudinal data. Zbl 0823.62091Murphy, Susan; Li, Bing 5 1995 Linear fitted-Q iteration with multiple reward functions. Zbl 1433.68362Lizotte, Daniel J.; Bowling, Michael; Murphy, Susan A. 5 2012 Screening experiments for developing dynamic treatment regimes. Zbl 1388.62232Murphy, S. A.; Bingham, D. 4 2009 Sample size formulae for two-stage randomized trials with survival outcomes. Zbl 1231.62193Li, Zhiguo; Murphy, Susan A. 2 2011 Two-level proportional hazards models. Zbl 1210.62131Maples, Jerry J.; Murphy, Susan A.; Axinn, William G. 2 2002 Towards min max generalization in reinforcement learning. Zbl 1213.68488Fonteneau, Raphael; Murphy, Susan A.; Wehenkel, Louis; Ernst, Damien 2 2011 Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. Zbl 07292522Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A. 2 2020 A central limit theorem for local martingales with applications to the analysis of longitudinal data. Zbl 0835.60016Murphy, S. A. 2 1995 Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 1 2014 The stratified micro-randomized trial design: sample size considerations for testing nested causal effects of time-varying treatments. Zbl 1446.62271Dempsey, Walter; Liao, Peng; Kumar, Santosh; Murphy, Susan A. 1 2020 An investment decision process: The case of advanced manufacturing technologies in Canadian manufacturing firms. Zbl 0946.90548Kumar, V.; Murphy, S. A.; Loo, S. C. K. 1 1996 Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study. Zbl 07292522Qian, Tianchen; Klasnja, Predrag; Murphy, Susan A. 2 2020 The stratified micro-randomized trial design: sample size considerations for testing nested causal effects of time-varying treatments. Zbl 1446.62271Dempsey, Walter; Liao, Peng; Kumar, Santosh; Murphy, Susan A. 1 2020 Dynamic treatment regimes: technical challenges and applications. Zbl 1298.62189Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 16 2014 Rejoinder of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62174Laber, Eric B.; Lizotte, Daniel J.; Qian, Min; Pelham, William E.; Murphy, Susan A. 1 2014 Linear fitted-Q iteration with multiple reward functions. Zbl 1433.68362Lizotte, Daniel J.; Bowling, Michael; Murphy, Susan A. 5 2012 Performance guarantees for individualized treatment rules. Zbl 1216.62178Qian, Min; Murphy, Susan A. 67 2011 Adaptive confidence intervals for the test error in classification. Zbl 1229.62085Laber, Eric B.; Murphy, Susan A. 14 2011 Sample size formulae for two-stage randomized trials with survival outcomes. Zbl 1231.62193Li, Zhiguo; Murphy, Susan A. 2 2011 Towards min max generalization in reinforcement learning. Zbl 1213.68488Fonteneau, Raphael; Murphy, Susan A.; Wehenkel, Louis; Ernst, Damien 2 2011 Inference for non-regular parameters in optimal dynamic treatment regimes. Zbl 1365.62411Chakraborty, Bibhas; Murphy, Susan; Strecher, Victor 25 2010 Structural nested mean models for assessing time-varying effect moderation. Zbl 1187.62163Almirall, Daniel; Have, Thomas Ten; Murphy, Susan A. 6 2010 Screening experiments for developing dynamic treatment regimes. Zbl 1388.62232Murphy, S. A.; Bingham, D. 4 2009 Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen 10 2007 The independence of linear approximations in symmetric cryptanalysis. Zbl 1309.94149Murphy, S. 9 2006 A generalization error for Q-learning. Zbl 1222.68271Murphy, Susan A. 25 2005 Optimal dynamic treatment regimes (with discussion). Zbl 1065.62006Murphy, S. A. 98 2003 Two-level proportional hazards models. Zbl 1210.62131Maples, Jerry J.; Murphy, Susan A.; Axinn, William G. 2 2002 Marginal mean models for dynamic regimes. Zbl 1051.62114Murphy, S. A.; van der Laan, Mark J.; Robins, J. M. 36 2001 Semiparametric mixtures in case-control studies. Zbl 1027.62022Murphy, S. A.; van der Vaart, A. W. 12 2001 On profile likelihood. Zbl 0995.62033Murphy, S. A.; van der Vaart, A. W. 168 2000 Observed information in semi-parametric models. Zbl 0954.62036Murphy, Susan A.; Van der Vaart, Aad W. 30 1999 Current status regression. Zbl 1033.62021Murphy, S. A.; van der Vaart, A. W.; Wellner, J. A. 13 1999 Maximum likelihood estimation in the proportional odds model. Zbl 0887.62038Murphy, S. A.; Rossini, A. J.; van der Vaart, A. W. 86 1997 Semiparametric likelihood ratio inference. Zbl 0928.62036Murphy, S. A.; van der Vaart, A. 53 1997 Likelihood inference in the errors-in-variables model. Zbl 0865.62032Murphy, S. A.; van der Vaart, A. W. 9 1996 An investment decision process: The case of advanced manufacturing technologies in Canadian manufacturing firms. Zbl 0946.90548Kumar, V.; Murphy, S. A.; Loo, S. C. K. 1 1996 Asymptotic theory for the frailty model. Zbl 0822.62069Murphy, S. A. 94 1995 Likelihood ratio-based confidence intervals in survival analysis. Zbl 0868.62041Murphy, S. A. 24 1995 The Theil-Sen estimator with doubly censored data and applications to astronomy. Zbl 0821.62040Akritas, Michael G.; Murphy, Susan A.; LaValley, Michael P. 14 1995 Pairs and triplets of DES S-boxes. Zbl 0816.94015Davies, D.; Murphy, S. 6 1995 Projected partial likelihood and its application to longitudinal data. Zbl 0823.62091Murphy, Susan; Li, Bing 5 1995 A central limit theorem for local martingales with applications to the analysis of longitudinal data. Zbl 0835.60016Murphy, S. A. 2 1995 Consistency in a proportional hazards model incorporating a random effect. Zbl 0827.62033Murphy, S. A. 77 1994 Testing for a time dependent coefficient in Cox’s regression model. Zbl 0782.62053Murphy, S. A. 16 1993 Time-dependent coefficients in a Cox-type regression model. Zbl 0754.62069Murphy, S. A.; Sen, P. K. 54 1991 all cited Publications top 5 cited Publications all top 5 Cited by 972 Authors 27 Shen, Pao-Sheng 22 Lu, Wenbin 19 Zeng, Donglin 17 Kosorok, Michael R. 14 Murphy, Susan A. 14 Song, Rui 13 Laber, Eric B. 12 Sun, Liuquan 10 Scheike, Thomas H. 9 Moodie, Erica E. M. 9 Zhao, Yichuan 9 Zhao, Yingqi 8 Martinussen, Torben 8 Van der Vaart, Adrianus Willem 8 Yuan, Ao 8 Zhou, Mai 8 Zhou, Yong 7 Cheng, Guang 7 Dupuy, Jean-François 7 Fan, Jianqing 7 Lin, Danyu 7 Shen, Junshan 6 Chakraborty, Bibhas 6 Chen, Chyong-Mei 6 Cheung, Ying Kuen K. 6 He, Shuyuan 6 Ma, Shuangge 6 Qian, Min 6 Tsiatis, Anastasios A. 6 Wen, Chi-Chung 5 Banerjee, Moulinath 5 Cai, Jianwen 5 Cai, Tianxi 5 Davidian, Marie 5 Fine, Jason Peter 5 Fu, Haoda 5 Johnson, Brent A. 5 Liu, Yufeng 5 Robins, James M. 5 Shi, Chengchun 5 Sun, Yanqing 5 Xu, Ronghui 5 Zhang, Jiajia 4 Gilbert, Peter B. 4 Goetghebeur, Els J. 4 Huang, Xuelin 4 Kalbfleisch, John D. 4 Lin, Huazhen 4 Liu, Mengling 4 Liu, Yi 4 Lizotte, Daniel J. 4 Lu, Minggen 4 McKeague, Ian W. 4 Qi, Zhengling 4 Sen, Pranab Kumar 4 Thall, Peter F. 4 Van de Geer, Sara Anna 4 Vansteelandt, Stijn 4 Wellner, Jon August 4 Zhou, Xian 3 Almirall, Daniel 3 Bagdonavičius, Vilijandas B. 3 Diao, Guoqing 3 Fokianos, Konstantinos 3 Ghosh, Debashis 3 Goldberg, Yair 3 Hanson, Timothy E. 3 Hirose, Yuichi 3 Huling, Jared D. 3 Janssen, Paul 3 Karunamuni, Rohana J. 3 Lawless, Jerald F. 3 Li, Jialiang 3 Li, Jianbo 3 Luedtke, Alex 3 Mesbah, Mounir 3 Nikulin, Mikhail Stepanovich 3 Ogden, Robert Todd 3 O’Quigley, John 3 Petkova, Eva 3 Qin, Jing 3 Rotnitzky, Andrea G. 3 Saegusa, Takumi 3 Schaubel, Douglas E. 3 Small, Dylan S. 3 Smith, Maureen A. 3 Stephens, David A. 3 Sugimoto, Tomoyuki 3 Sun, Jianguo 3 Sundaram, Rajeshwari 3 Tarpey, Thaddeus 3 Tchetgen Tchetgen, Eric J. 3 Tian, Lu 3 Tong, Xingwei 3 Van der Laan, Mark Johannes 3 Van Keilegom, Ingrid 3 Wahed, Abdus S. 3 Wallace, Michael P. 3 Wang, Jane-Ling 3 Wang, Lu ...and 872 more Authors all top 5 Cited in 81 Serials 91 Biometrics 55 The Annals of Statistics 53 Journal of the American Statistical Association 40 Lifetime Data Analysis 38 Journal of Statistical Planning and Inference 25 Communications in Statistics. Theory and Methods 21 Annals of the Institute of Statistical Mathematics 21 Computational Statistics and Data Analysis 19 Electronic Journal of Statistics 18 Communications in Statistics. Simulation and Computation 17 Journal of Multivariate Analysis 15 Scandinavian Journal of Statistics 14 Journal of Econometrics 12 Statistics & Probability Letters 11 The Canadian Journal of Statistics 11 Bernoulli 11 Journal of Nonparametric Statistics 11 The Annals of Applied Statistics 10 Journal of Statistical Computation and Simulation 10 Journal of Applied Statistics 9 Biometrical Journal 9 Statistical Science 8 Statistics 7 Journal of Machine Learning Research (JMLR) 6 Computational Statistics 5 Metrika 5 Journal of the Royal Statistical Society. Series B. Statistical Methodology 5 Journal of the Korean Statistical Society 4 Mathematical Biosciences 4 Statistica Neerlandica 4 Acta Mathematicae Applicatae Sinica. English Series 4 Test 4 Statistical Papers 4 Biostatistics 4 Journal of Statistical Theory and Practice 3 Machine Learning 3 Mathematical Methods of Statistics 3 Statistica Sinica 3 Acta Mathematica Sinica. English Series 3 Statistical Modelling 3 Comptes Rendus. Mathématique. Académie des Sciences, Paris 3 Statistical Methods in Medical Research 3 Journal of Computational and Graphical Statistics 2 European Journal of Operational Research 2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Econometric Theory 2 Statistical Methods and Applications 2 Statistical Methodology 2 Statistics and Computing 2 Journal of Theoretical Biology 2 Epidemiologic Methods 1 Inverse Problems 1 Journal of Computational Physics 1 British Journal of Mathematical & Statistical Psychology 1 Kybernetika 1 Metron 1 Operations Research 1 Insurance Mathematics & Economics 1 Probability and Mathematical Statistics 1 Acta Applicandae Mathematicae 1 International Journal of Production Research 1 International Journal of Approximate Reasoning 1 Science in China. Series A 1 Annals of Operations Research 1 SIAM Journal on Optimization 1 Journal of Mathematical Sciences (New York) 1 Top 1 Mathematical Population Studies 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Chaos 1 Applied Stochastic Models in Business and Industry 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Journal of Applied Mathematics 1 Statistical Applications in Genetics and Molecular Biology 1 Thailand Statistician 1 Mathematical Geosciences 1 Statistics Surveys 1 Science China. Mathematics 1 Sankhyā. Series B all top 5 Cited in 15 Fields 634 Statistics (62-XX) 120 Numerical analysis (65-XX) 53 Biology and other natural sciences (92-XX) 28 Probability theory and stochastic processes (60-XX) 28 Computer science (68-XX) 12 Operations research, mathematical programming (90-XX) 8 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Systems theory; control (93-XX) 2 Ordinary differential equations (34-XX) 2 Integral equations (45-XX) 2 Functional analysis (46-XX) 2 Geophysics (86-XX) 1 History and biography (01-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) Citations by Year