Edit Profile (opens in new tab) Robins, James M. Co-Author Distance Author ID: robins.james-m Published as: Robins, James M.; Robins, James; Robins, J. M.; Robins, James R. more...less Homepage: https://www.hsph.harvard.edu/profile/james-m-robins/?_gl=1*1h8sn7w*_ga*mtg4mty3n... External Links: MGP Documents Indexed: 140 Publications since 1985, including 1 Book and 7 Additional arXiv Preprints 2 Further Contributions Biographic References: 1 Publication Co-Authors: 111 Co-Authors with 130 Joint Publications 2,633 Co-Co-Authors all top 5 Co-Authors 12 single-authored 25 Rotnitzky, Andrea G. 18 Tchetgen Tchetgen, Eric J. 17 Richardson, Thomas Stuart 11 Hernán, Miguel A. 10 Van der Vaart, Adrianus Willem 10 VanderWeele, Tyler J. 8 Scharfstein, Daniel O. 8 Van der Laan, Mark Johannes 8 Young, Jessica G. 7 Greenland, Sander 7 Li, Lingling 7 Newey, Whitney Kent 6 Gill, Richard David 6 Mukherjee, Rajarshi 6 Wang, Linbo 5 Liu, Lin 4 Vansteelandt, Stijn 4 Wasserman, Larry Alan 3 Didelez, Vanessa 3 Kenah, Eben B. 3 Shpitser, Ilya 3 Stensrud, Mats Julius 3 Sued, Mariela 3 Sun, BaoLuo 3 Tsiatis, Anastasios A. 2 Breslow, Norman E. 2 Chernozhukov, Victor 2 Ding, Peng 2 Holcroft, Christina A. 2 Hsieh, Fushing 2 Hubbard, Alan E. 2 Liu, Lan 2 Miao, Wang 2 Murphy, Susan A. 2 Picciotto, Sally 2 Swanson, Sonja A. 2 Wang, Naisyin 2 Wen, Lan 2 Zhao, Lueping 1 An, Ming-Wen 1 Andrews, Chris 1 Babino, Lucia 1 Balakrishnan, Sivaraman 1 Bang, Heejung 1 Bareinboim, Elias 1 Bhattacharya, Debopam 1 Blevins, Donald K. 1 Bottai, Matteo 1 Brittain, Erica H. 1 Brumback, Babette A. 1 Bühlmann, Peter 1 Carroll, Raymond James 1 Chaudhuri, Saraswata 1 Chen, Shizhe 1 Chetverikov, Denis 1 Cox, David Roxbee 1 Crudu, Federico 1 Daniels, Michael J. 1 Datta, Somnath 1 Davison, Andrew J. 1 Dawid, Philip 1 Demirer, Mert 1 Duflo, Esther 1 Eddings, Wesley 1 Esbjerg, Sille 1 Escanciano, Juan Carlos 1 Evans, Katherine J. 1 Evans, Robin James 1 Fay, Michael P. 1 Feller, Avi 1 Filiberti, Marusca 1 Fine, Jason Peter 1 Finkelstein, Dianne M. 1 Follmann, Dean A. 1 Foster, Adam 1 Frangakis, Constantine E. 1 Gabriel, Erin E. 1 Guo, F. Richard 1 Hansen, Christian 1 Hansen, Niels Richard 1 Hastie, Trevor John 1 Hu, Fu-Chang 1 Hu, Tianle 1 Hudgens, Michael G. 1 Ichimura, Hidehiko 1 Jacobsen, Niels G. 1 Kasza, Jessica 1 Keiding, Niels 1 Kennedy, Edward H. 1 Lauritzen, Steffen Lilholt 1 Lee, Kuang-Yao 1 Lei-Gomez, Quanhong 1 Lei, Jing 1 Lei, Quanhong 1 Liang, Hua 1 Lin, Danyu 1 Lin, Xihong 1 Linton, Oliver Bruce 1 Lipsitch, Marc 1 Liu, Tianqi ...and 54 more Co-Authors all top 5 Serials 25 Journal of the American Statistical Association 21 Biometrika 16 Biometrics 6 Statistical Science 5 The Annals of Statistics 5 Statistica Sinica 4 Statistics & Probability Letters 4 Lifetime Data Analysis 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Computers & Mathematics with Applications 3 Scandinavian Journal of Statistics 2 Econometrica 2 Journal of Multivariate Analysis 2 Communications in Statistics. Theory and Methods 2 Bernoulli 2 Journal of Machine Learning Research (JMLR) 2 Electronic Journal of Statistics 1 The American Statistician 1 Mathematical Biosciences 1 Metrika 1 Journal of Statistical Planning and Inference 1 Statistica Neerlandica 1 Synthese 1 Mathematical Modelling 1 Journal of the Royal Statistical Society. Series B 1 Stochastic Processes and their Applications 1 The Econometrics Journal 1 Econometric Theory 1 Biostatistics 1 Journal of Theoretical Biology 1 Springer Series in Statistics 1 Epidemiologic Methods all top 5 Fields 130 Statistics (62-XX) 13 Biology and other natural sciences (92-XX) 9 Numerical analysis (65-XX) 6 Computer science (68-XX) 3 Combinatorics (05-XX) 3 Probability theory and stochastic processes (60-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Functional analysis (46-XX) 1 Quantum theory (81-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 125 Publications have been cited 3,821 times in 2,100 Documents Cited by ▼ Year ▼ Estimation of regression coefficients when some regressors are not always observed. Zbl 0815.62043 Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping 484 1994 Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644 Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M. 216 1999 Analysis of semiparametric regression models for repeated outcomes in the presence of missing data. Zbl 0818.62042 Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping 214 1995 A new approach to causal inference in mortality studies with a sustained exposure period. Application to control of the healthy worker survivor effect. Zbl 0614.62136 Robins, James 210 1986 Doubly robust estimation in missing data and causal inference models. Zbl 1087.62121 Bang, Heejung; Robins, James M. 186 2005 Unified methods for censored longitudinal data and causality. Zbl 1013.62034 van der Laan, Mark J.; Robins, James M. 166 2003 Double/debiased machine learning for treatment and structural parameters. Zbl 07565928 Chernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; Duflo, Esther; Hansen, Christian; Newey, Whitney; Robins, James 107 2018 Semiparametric efficiency in multivariate regression models with missing data. Zbl 0818.62043 Robins, James M.; Rotnitzky, Andrea 91 1995 Semiparametric regression for repeated outcomes with nonignorable nonresponse. Zbl 1064.62520 Rotnitzky, Andrea; Robins, James M.; Scharfstein, Daniel O. 87 1998 Optimal structural nested models for optimal sequential decisions. Zbl 1279.62024 Robins, James M. 86 2004 Correcting for non-compliance in randomized trials using structural nested mean models. Zbl 0825.62203 Robins, J. M. 77 1994 Estimation in partially linear models with missing covariates. Zbl 1117.62385 Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 77 2004 Confounding and collapsibility in causal inference. Zbl 1059.62506 Greenland, Sander; Robins, James M.; Pearl, Judea 72 1999 Asymptotic distribution of \(p\) values in composite null models. Zbl 1072.62522 Robins, James M.; van der Vaart, Aad; Ventura, Valérie 67 2000 Correcting for noncompliance and dependent censoring in an AIDS clinical trial with inverse probability of censoring weighted (IPCW) log-rank tests. Zbl 1060.62660 Robins, James M.; Finkelstein, Dianne M. 58 2000 Marginal mean models for dynamic regimes. Zbl 1051.62114 Murphy, S. A.; van der Laan, Mark J.; Robins, J. M. 55 2001 Inference for imputation estimators. Zbl 0974.62016 Robins, James M.; Wang, Naisyin 52 2000 Likelihood-based inference with singular information matrix. Zbl 0976.62015 Rotnitzky, Andrea; Cox, David R.; Bottai, Matteo; Robins, James 51 2000 Estimating exposure effects by modelling the expectation of exposure conditional on confounders. Zbl 0768.62099 Robins, James M.; Mark, Steven D.; Newey, Whitney K. 50 1992 Coarsening at random: Characterizations, conjectures, counter-examples. Zbl 0918.62003 Gill, Richard D.; Van der Laan, Mark J.; Robins, James M. 47 1997 Adaptive nonparametric confidence sets. Zbl 1091.62039 Robins, James; van der Vaart, Aad 45 2006 Large-sample theory for parametric multiple imputation procedures. Zbl 1054.62524 Wang, Naisyin; Robins, James M. 44 1998 Causal inference from complex longitudinal data. Zbl 0969.62072 Robins, James M. 43 1997 Comment: Performance of double-robust estimators when “inverse probability” weights are highly variable. Zbl 1246.62076 Robins, James; Sued, Mariela; Lei-Gomez, Quanhong; Rotnitzky, Andrea 43 2007 Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Zbl 1018.62098 Hernán, Miguel A.; Brumback, Babette; Robins, James M. 43 2001 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297 Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 42 2016 Comparing two failure time distributions in the presence of dependent censoring. Zbl 0865.62079 Lin, D. Y.; Robins, J. M.; Wei, L. J. 41 1996 Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference models. Zbl 0998.62091 Robins, James M.; Rotnitzky, Andrea; Scharfstein, Daniel O. 40 2000 Marginal structural models versus structural nested models as tools for causal inference. Zbl 0986.62094 Robins, James M. 39 2000 Higher order influence functions and minimax estimation of nonlinear functionals. Zbl 1513.62067 Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad 39 2008 Association, causation, and marginal structural models. Zbl 1078.62523 Robins, James M. 38 1999 Correcting for non-compliance in randomized trials using rank preserving structural failure time models. Zbl 0775.62273 Robins, James M.; Tsiatis, Anastasios A. 36 1991 Estimation of the time-dependent accelerated failure time model in the presence of confounding factors. Zbl 0753.62076 Robins, James 32 1992 Improved double-robust estimation in missing data and causal inference models. Zbl 1239.62071 Rotnitzky, Andrea; Lei, Quanhong; Sued, Mariela; Robins, James M. 30 2012 Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome. Zbl 1072.62692 Robins, James M.; Greenland, Sander; Hu, Fu-Chang 29 1999 Semiparametric regression estimation in the presence of dependent censoring. Zbl 0861.62030 Rotnitzky, Andrea; Robins, James M. 29 1995 Distribution-free prediction sets. Zbl 06158342 Lei, Jing; Robins, James; Wasserman, Larry 29 2013 Causal inference for complex longitudinal data: the continuous case. Zbl 1043.62094 Gill, Richard D.; Robins, James M. 27 2001 Estimators of the Mantel-Haenszel variance consistent in both sparse data and large-strata limiting models. Zbl 0619.62035 Robins, James; Breslow, Norman; Greenland, Sander 27 1986 Addendum to “A new approach to causal inference in mortality studies with a sustained exposure period. Application to control of the healthy worker survivor effect”. Zbl 0643.62062 Robins, J. M. 27 1987 Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. Zbl 0813.62029 Robins, James M.; Hsieh, Fushing; Newey, Whitney 23 1995 Estimation of treatment effects in randomised trials with non-compliance and a dichotomous outcome using structural mean models. Zbl 1064.62112 Robins, James; Rotnitzky, Andrea 23 2004 Semiparametric estimation of an accelerated failure time model with time-dependent covariates. Zbl 0751.62046 Robins, James; Tsiatis, Anastasios A. 23 1992 Methods for conducting sensitivity analysis of trials with potentially nonignorable competing causes of censoring. Zbl 1209.62251 Rotnitzky, Andrea; Scharfstein, Daniel; Su, Ting-Li; Robins, James 23 2001 Estimation of the failure time distribution in the presence of informative censoring. Zbl 1036.62110 Scharfstein, Daniel O.; Robins, James M. 23 2002 Estimating the marginal survival function in the presence of time dependent covariates. Zbl 0999.62078 Satten, Glen A.; Datta, Somnath; Robins, James 20 2001 Twicing kernels and a small bias property of semiparametric estimators. Zbl 1091.62024 Newey, Whitney K.; Hsieh, Fushing; Robins, James M. 20 2004 Minimax estimation of a functional on a structured high-dimensional model. Zbl 1459.62047 Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen Tchetgen, Eric; van der Vaart, Aad 19 2017 On the semi-parametric efficiency of logistic regression under case-control sampling. Zbl 0965.62033 Breslow, Norman E.; Robins, James M.; Wellner, Jon A. 19 2000 Estimation of a common effect parameter from sparse follow-up data. Zbl 0608.62138 Greenland, Sander; Robins, James M. 19 1985 Incorporating prior beliefs about selection bias into the analysis of randomized trials with missing outcomes. Zbl 1154.62401 Scharfstein, Daniel O.; Daniels, Michael J.; Robins, James M. 19 2003 Doubly robust estimation of the local average treatment effect curve. Zbl 1414.62114 Ogburn, Elizabeth L.; Rotnitzky, Andrea; Robins, James M. 18 2015 Adjusting for differential rates of prophylaxis therapy for PCP in high- versus low-dose AZT treatment arms in an AIDS randomized trial. Zbl 0806.92010 Robins, James M.; Greenland, Sander 18 1994 The foundations of confounding in epidemiology. Zbl 0647.62093 Robins, J. M.; Morgenstern, H. 17 1987 The probability of causation under a stochastic model for individual risk. Zbl 0715.62205 Robins, James; Greenland, Sander 16 1989 Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse. Zbl 1156.62033 Vansteelandt, Stijn; Rotnitzky, Andrea; Robins, James 16 2007 Uniform consistency in causal inference. Zbl 1436.62025 Robins, James M.; Scheines, Richard; Spirtes, Peter; Wasserman, Larry 15 2003 Time-dependent cross ratio estimation for bivariate failure times. Zbl 1215.62102 Hu, Tianle; Nan, Bin; Lin, Xihong; Robins, James M. 15 2011 Semiparametric minimax rates. Zbl 1326.62080 Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad 15 2009 Estimating the causal effect of a time-varying treatment on time-to-event using structural nested failure time models. Zbl 1059.62102 Lok, Judith; Gill, Richard; van der Vaart, Aad; Robins, James 13 2004 Locally efficient estimation with current status data and time-dependent covariates. Zbl 0953.62118 van der Laan, Mark J.; Robins, James M. 12 1998 Semiparametric efficiency and its implication on the design and analysis of group-sequential studies. Zbl 0913.62075 Scharfstein, Daniel O.; Tsiatis, Anastasios A.; Robins, James M. 12 1997 Locally efficient estimation of a multivariate survival function in longitudinal studies. Zbl 1073.62568 Van der Laan, Mark J.; Hubbard, Alan E.; Robins, James M. 12 2002 On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065 Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea 12 2010 Network-based analysis of stochastic SIR epidemic models with random and proportionate mixing. Zbl 1453.92305 Kenah, Eben; Robins, James M. 12 2007 Empirical and counterfactual conditions for sufficient cause interactions. Zbl 1437.62636 Vanderweele, Tyler J.; Robins, James M. 11 2008 Generation interval contraction and epidemic data analysis. Zbl 1135.92031 Kenah, Eben; Lipsitch, Marc; Robins, James M. 11 2008 Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116 Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen 10 2007 Multiply robust inference for statistical interactions. Zbl 1286.62033 Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M. 9 2008 Partial identification of the average treatment effect using instrumental variables: review of methods for binary instruments, treatments, and outcomes. Zbl 1398.92009 Swanson, Sonja A.; Hernán, Miguel A.; Miller, Matthew; Robins, James M.; Richardson, Thomas S. 9 2018 Doubly robust instrumental variable regression. Zbl 1417.62090 Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 9 2012 Conditioning, likelihood, and coherence: A review of some foundational concepts. Zbl 1072.62507 Robins, James; Wasserman, Larry 8 2000 Semiparametric estimation with data missing not at random using an instrumental variable. Zbl 1406.62049 Sun, Baoluo; Liu, Lan; Miao, Wang; Wirth, Kathleen; Robins, James; Tchetgen Tchetgen, Eric J. 8 2018 An analytic method for randomized trials with informative censoring. I. Zbl 0836.62102 Robins, James M. 8 1995 Quadratic semiparametric von Mises calculus. Zbl 1433.62102 Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W. 8 2009 Inference in randomized studies with informative censoring and discrete time-to-event endpoints. Zbl 1209.62216 Scharfstein, Daniel; Robins, James M.; Eddings, Wesley; Rotnitzky, Andrea 8 2001 Minimax estimation of the integral of a power of a density. Zbl 1151.62314 Tchetgen, Eric; Li, Lingling; Robins, James; van der Vaart, Aad 8 2008 Asymptotic normality of quadratic estimators. Zbl 1348.62170 Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad 7 2016 Multiple robustness in factorized likelihood models. Zbl 07072228 Molina, J.; Rotnitzky, A.; Sued, Mariela; Robins, J. M. 7 2017 Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021 Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad; Robins, James M. 7 2011 Nonparametric locally efficient estimation of the treatment specific survival distribution with right censored data and covariates in observational studies. Zbl 0983.62077 Hubbard, Alan E.; Van der Laan, Mark J.; Robins, James M. 6 2000 Instrumental variables as bias amplifiers with general outcome and confounding. Zbl 1506.62247 Ding, P.; VanderWeele, T. J.; Robins, J. M. 6 2017 Stochastic counterfactuals and stochastic sufficient causes. Zbl 06013164 VanderWeele, Tyler J.; Robins, James M. 6 2012 An analytic method for randomized trials with informative censoring. II. Zbl 0860.62097 Robins, James M. 5 1995 Structural nested cumulative failure time models to estimate the effects of interventions. Zbl 1443.62393 Picciotto, Sally; Hernán, Miguel A.; Page, John H.; Young, Jessica G.; Robins, James M. 5 2012 Relation between three classes of structural models for the effect of a time-varying exposure on survival. Zbl 1322.62292 Young, Jessica G.; Hernán, Miguel A.; Picciotto, Sally; Robins, James M. 5 2010 Nested Markov properties for acyclic directed mixed graphs. Zbl 07684015 Richardson, Thomas S.; Evans, Robin J.; Robins, James M.; Shpitser, Ilya 5 2023 The semiparametric case-only estimator. Zbl 1233.62189 Tchetgen Tchetgen, Eric J.; Robins, James 5 2010 Separable effects for causal inference in the presence of competing events. Zbl 1506.62466 Stensrud, Mats J.; Young, Jessica G.; Didelez, Vanessa; Robins, James M.; Hernán, Miguel A. 5 2022 An interventionist approach to mediation analysis. Zbl 07672268 Robins, James M.; Richardson, Thomas S.; Shpitser, Ilya 5 2022 Discussion of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62179 Robins, James; Rotnitzky, Andrea 4 2014 Errata to “A new approach to causal inference in mortality studies with a sustained exposure period. Application to control of the healthy worker survivor effect”. Zbl 0643.62061 Robins, J. M. 4 1987 The graft versus leukemia effect after bone marrow transplantation: a case study using structural nested failure time models. Zbl 1059.62665 Keiding, Niels; Filiberti, Marusca; Esbjerg, Sille; Robins, James M.; Jacobsen, Niels 4 1999 Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025 Andrews, Chris; van der Laan, Mark; Robins, James 4 2005 Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data. Zbl 1343.92252 Young, Jessica G.; Hernán, Miguel A.; Robins, James M. 4 2014 A new projection-type split-sample score test in linear instrumental variables regression. Zbl 1401.62088 Chaudhuri, Saraswata; Richardson, Thomas; Robins, James; Zivot, Eric 4 2010 Analysis of the binary instrumental variable model. Zbl 1223.68109 Richardson, Thomas S.; Robins, James M. 4 2010 Multiple robust estimation of marginal structural mean models for unconstrained outcomes. Zbl 1436.62507 Babino, Lucia; Rotnitzky, Andrea; Robins, James 4 2019 Locally efficient estimation with bivariate right-censored data. Zbl 1120.62316 Quale, Christopher M.; Van der Laan, Mark J.; Robins, James R. 4 2006 Signed directed acyclic graphs for causal inference. Zbl 1411.62178 VanderWeele, Tyler J.; Robins, James M. 3 2010 Nested Markov properties for acyclic directed mixed graphs. Zbl 07684015 Richardson, Thomas S.; Evans, Robin J.; Robins, James M.; Shpitser, Ilya 5 2023 Separable effects for causal inference in the presence of competing events. Zbl 1506.62466 Stensrud, Mats J.; Young, Jessica G.; Didelez, Vanessa; Robins, James M.; Hernán, Miguel A. 5 2022 An interventionist approach to mediation analysis. Zbl 07672268 Robins, James M.; Richardson, Thomas S.; Shpitser, Ilya 5 2022 Locally robust semiparametric estimation. Zbl 07792827 Chernozhukov, Victor; Escanciano, Juan Carlos; Ichimura, Hidehiko; Newey, Whitney K.; Robins, James M. 1 2022 A generalized theory of separable effects in competing event settings. Zbl 07469150 Stensrud, Mats J.; Hernán, Miguel A.; Tchetgen Tchetgen, Eric J.; Robins, James M.; Didelez, Vanessa; Young, Jessica G. 2 2021 Characterization of parameters with a mixed bias property. Zbl 1462.62197 Rotnitzky, A.; Smucler, E.; Robins, J. M. 2 2021 Estimation of local treatment effects under the binary instrumental variable model. Zbl 07459738 Wang, Linbo; Zhang, Yuexia; Richardson, Thomas S.; Robins, James M. 2 2021 Doubly robust regression analysis for data fusion. Zbl 1475.62290 Evans, Katherine; Sun, BaoLuo; Robins, James; Tchetgen Tchetgen, Eric J. 1 2021 Efficient estimation of optimal regimes under a no direct effect assumption. Zbl 1457.62353 Liu, Lin; Shahn, Zach; Robins, James M.; Rotnitzky, Andrea 1 2021 Adaptive estimation of nonparametric functionals. Zbl 07370616 Liu, Lin; Mukherjee, Rajarshi; Robins, James M.; Tchetgen Tchetgen, Eric 1 2021 On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning. Zbl 07292541 Liu, Lin; Mukherjee, Rajarshi; Robins, James M. 2 2020 On causal inferences for personalized medicine: how hidden causal assumptions led to erroneous causal claims about the \(D\)-value. Zbl 07593685 Greenland, Sander; Fay, Michael P.; Brittain, Erica H.; Shih, Joanna H.; Follmann, Dean A.; Gabriel, Erin E.; Robins, James M. 1 2020 Identification and inference for marginal average treatment effect on the treated with an instrumental variable. Zbl 1453.62730 Liu, Lan; Miao, Wang; Sun, Baoluo; Robins, James; Tchetgen Tchetgen, Eric 1 2020 Multiple robust estimation of marginal structural mean models for unconstrained outcomes. Zbl 1436.62507 Babino, Lucia; Rotnitzky, Andrea; Robins, James 4 2019 Inverse probability weighted estimation of risk under representative interventions in observational studies. Zbl 1420.62152 Young, Jessica G.; Logan, Roger W.; Robins, James M.; Hernán, Miguel A. 2 2019 Double/debiased machine learning for treatment and structural parameters. Zbl 07565928 Chernozhukov, Victor; Chetverikov, Denis; Demirer, Mert; Duflo, Esther; Hansen, Christian; Newey, Whitney; Robins, James 107 2018 Partial identification of the average treatment effect using instrumental variables: review of methods for binary instruments, treatments, and outcomes. Zbl 1398.92009 Swanson, Sonja A.; Hernán, Miguel A.; Miller, Matthew; Robins, James M.; Richardson, Thomas S. 9 2018 Semiparametric estimation with data missing not at random using an instrumental variable. Zbl 1406.62049 Sun, Baoluo; Liu, Lan; Miao, Wang; Wirth, Kathleen; Robins, James; Tchetgen Tchetgen, Eric J. 8 2018 Discussion of “Data-driven confounder selection via Markov and Bayesian networks” by Häggström. Zbl 1415.62129 Richardson, Thomas S.; Robins, James M.; Wang, Linbo 1 2018 Minimax estimation of a functional on a structured high-dimensional model. Zbl 1459.62047 Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen Tchetgen, Eric; van der Vaart, Aad 19 2017 Multiple robustness in factorized likelihood models. Zbl 07072228 Molina, J.; Rotnitzky, A.; Sued, Mariela; Robins, J. M. 7 2017 Instrumental variables as bias amplifiers with general outcome and confounding. Zbl 1506.62247 Ding, P.; VanderWeele, T. J.; Robins, J. M. 6 2017 An apparent paradox explained. Zbl 1442.62020 Loh, Wen Wei; Richardson, Thomas S.; Robins, James M. 3 2017 On falsification of the binary instrumental variable model. Zbl 1506.62290 Wang, Linbo; Robins, James M.; Richardson, Thomas S. 2 2017 Causal inference by using invariant prediction: identification and confidence intervals. With discussion and authors’ reply. Zbl 1414.62297 Peters, Jonas; Bühlmann, Peter; Meinshausen, Nicolai 42 2016 Asymptotic normality of quadratic estimators. Zbl 1348.62170 Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad 7 2016 Doubly robust estimation of the local average treatment effect curve. Zbl 1414.62114 Ogburn, Elizabeth L.; Rotnitzky, Andrea; Robins, James M. 18 2015 A proof of Bell’s inequality in quantum mechanics using causal interactions. Zbl 1368.81045 Robins, James M.; Vanderweele, Tyler J.; Gill, Richard D. 1 2015 Discussion of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62179 Robins, James; Rotnitzky, Andrea 4 2014 Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data. Zbl 1343.92252 Young, Jessica G.; Hernán, Miguel A.; Robins, James M. 4 2014 ACE bounds; SEMs with equilibrium conditions. Zbl 1331.62481 Richardson, Thomas S.; Robins, James M. 2 2014 Distribution-free prediction sets. Zbl 06158342 Lei, Jing; Robins, James; Wasserman, Larry 29 2013 Improved double-robust estimation in missing data and causal inference models. Zbl 1239.62071 Rotnitzky, Andrea; Lei, Quanhong; Sued, Mariela; Robins, James M. 30 2012 Doubly robust instrumental variable regression. Zbl 1417.62090 Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 9 2012 Stochastic counterfactuals and stochastic sufficient causes. Zbl 06013164 VanderWeele, Tyler J.; Robins, James M. 6 2012 Structural nested cumulative failure time models to estimate the effects of interventions. Zbl 1443.62393 Picciotto, Sally; Hernán, Miguel A.; Page, John H.; Young, Jessica G.; Robins, James M. 5 2012 Semiparametric tests for sufficient cause interaction. Zbl 1411.62116 Vansteelandt, Stijn; VanderWeele, Tyler J.; Robins, James M. 2 2012 On parametrization, robustness and sensitivity analysis in a marginal structural Cox proportional hazards model for point exposure. Zbl 1241.62137 Tchetgen Tchetgen, Eric J.; Robins, James 2 2012 Time-dependent cross ratio estimation for bivariate failure times. Zbl 1215.62102 Hu, Tianle; Nan, Bin; Lin, Xihong; Robins, James M. 15 2011 Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021 Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad; Robins, James M. 7 2011 On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065 Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea 12 2010 Relation between three classes of structural models for the effect of a time-varying exposure on survival. Zbl 1322.62292 Young, Jessica G.; Hernán, Miguel A.; Picciotto, Sally; Robins, James M. 5 2010 The semiparametric case-only estimator. Zbl 1233.62189 Tchetgen Tchetgen, Eric J.; Robins, James 5 2010 A new projection-type split-sample score test in linear instrumental variables regression. Zbl 1401.62088 Chaudhuri, Saraswata; Richardson, Thomas; Robins, James; Zivot, Eric 4 2010 Analysis of the binary instrumental variable model. Zbl 1223.68109 Richardson, Thomas S.; Robins, James M. 4 2010 Signed directed acyclic graphs for causal inference. Zbl 1411.62178 VanderWeele, Tyler J.; Robins, James M. 3 2010 Semiparametric minimax rates. Zbl 1326.62080 Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad 15 2009 Quadratic semiparametric von Mises calculus. Zbl 1433.62102 Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W. 8 2009 Properties of monotonic effects on directed acyclic graphs. Zbl 1235.68236 Vanderweele, Tyler J.; Robins, James M. 3 2009 Minimal sufficient causation and directed acyclic graphs. Zbl 1160.62003 Vanderweele, Tyler J.; Robins, James M. 1 2009 Higher order influence functions and minimax estimation of nonlinear functionals. Zbl 1513.62067 Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad 39 2008 Empirical and counterfactual conditions for sufficient cause interactions. Zbl 1437.62636 Vanderweele, Tyler J.; Robins, James M. 11 2008 Generation interval contraction and epidemic data analysis. Zbl 1135.92031 Kenah, Eben; Lipsitch, Marc; Robins, James M. 11 2008 Multiply robust inference for statistical interactions. Zbl 1286.62033 Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M. 9 2008 Minimax estimation of the integral of a power of a density. Zbl 1151.62314 Tchetgen, Eric; Li, Lingling; Robins, James; van der Vaart, Aad 8 2008 Comment: Performance of double-robust estimators when “inverse probability” weights are highly variable. Zbl 1246.62076 Robins, James; Sued, Mariela; Lei-Gomez, Quanhong; Rotnitzky, Andrea 43 2007 Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse. Zbl 1156.62033 Vansteelandt, Stijn; Rotnitzky, Andrea; Robins, James 16 2007 Network-based analysis of stochastic SIR epidemic models with random and proportionate mixing. Zbl 1453.92305 Kenah, Eben; Robins, James M. 12 2007 Principal stratification designs to estimate input data missing due to death. (With discussions and rejoinder). Zbl 1128.62116 Frangakis, Constantine E.; Rubin, Donald B.; An, Ming-Wen; MacKenzie, Ellen 10 2007 Adaptive nonparametric confidence sets. Zbl 1091.62039 Robins, James; van der Vaart, Aad 45 2006 Locally efficient estimation with bivariate right-censored data. Zbl 1120.62316 Quale, Christopher M.; Van der Laan, Mark J.; Robins, James R. 4 2006 Doubly robust estimation in missing data and causal inference models. Zbl 1087.62121 Bang, Heejung; Robins, James M. 186 2005 Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025 Andrews, Chris; van der Laan, Mark; Robins, James 4 2005 Optimal structural nested models for optimal sequential decisions. Zbl 1279.62024 Robins, James M. 86 2004 Estimation in partially linear models with missing covariates. Zbl 1117.62385 Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J. 77 2004 Estimation of treatment effects in randomised trials with non-compliance and a dichotomous outcome using structural mean models. Zbl 1064.62112 Robins, James; Rotnitzky, Andrea 23 2004 Twicing kernels and a small bias property of semiparametric estimators. Zbl 1091.62024 Newey, Whitney K.; Hsieh, Fushing; Robins, James M. 20 2004 Estimating the causal effect of a time-varying treatment on time-to-event using structural nested failure time models. Zbl 1059.62102 Lok, Judith; Gill, Richard; van der Vaart, Aad; Robins, James 13 2004 Unified methods for censored longitudinal data and causality. Zbl 1013.62034 van der Laan, Mark J.; Robins, James M. 166 2003 Incorporating prior beliefs about selection bias into the analysis of randomized trials with missing outcomes. Zbl 1154.62401 Scharfstein, Daniel O.; Daniels, Michael J.; Robins, James M. 19 2003 Uniform consistency in causal inference. Zbl 1436.62025 Robins, James M.; Scheines, Richard; Spirtes, Peter; Wasserman, Larry 15 2003 Estimation of the failure time distribution in the presence of informative censoring. Zbl 1036.62110 Scharfstein, Daniel O.; Robins, James M. 23 2002 Locally efficient estimation of a multivariate survival function in longitudinal studies. Zbl 1073.62568 Van der Laan, Mark J.; Hubbard, Alan E.; Robins, James M. 12 2002 Marginal mean models for dynamic regimes. Zbl 1051.62114 Murphy, S. A.; van der Laan, Mark J.; Robins, J. M. 55 2001 Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Zbl 1018.62098 Hernán, Miguel A.; Brumback, Babette; Robins, James M. 43 2001 Causal inference for complex longitudinal data: the continuous case. Zbl 1043.62094 Gill, Richard D.; Robins, James M. 27 2001 Methods for conducting sensitivity analysis of trials with potentially nonignorable competing causes of censoring. Zbl 1209.62251 Rotnitzky, Andrea; Scharfstein, Daniel; Su, Ting-Li; Robins, James 23 2001 Estimating the marginal survival function in the presence of time dependent covariates. Zbl 0999.62078 Satten, Glen A.; Datta, Somnath; Robins, James 20 2001 Inference in randomized studies with informative censoring and discrete time-to-event endpoints. Zbl 1209.62216 Scharfstein, Daniel; Robins, James M.; Eddings, Wesley; Rotnitzky, Andrea 8 2001 Asymptotic distribution of \(p\) values in composite null models. Zbl 1072.62522 Robins, James M.; van der Vaart, Aad; Ventura, Valérie 67 2000 Correcting for noncompliance and dependent censoring in an AIDS clinical trial with inverse probability of censoring weighted (IPCW) log-rank tests. Zbl 1060.62660 Robins, James M.; Finkelstein, Dianne M. 58 2000 Inference for imputation estimators. Zbl 0974.62016 Robins, James M.; Wang, Naisyin 52 2000 Likelihood-based inference with singular information matrix. Zbl 0976.62015 Rotnitzky, Andrea; Cox, David R.; Bottai, Matteo; Robins, James 51 2000 Sensitivity analysis for selection bias and unmeasured confounding in missing data and causal inference models. Zbl 0998.62091 Robins, James M.; Rotnitzky, Andrea; Scharfstein, Daniel O. 40 2000 Marginal structural models versus structural nested models as tools for causal inference. Zbl 0986.62094 Robins, James M. 39 2000 On the semi-parametric efficiency of logistic regression under case-control sampling. Zbl 0965.62033 Breslow, Norman E.; Robins, James M.; Wellner, Jon A. 19 2000 Conditioning, likelihood, and coherence: A review of some foundational concepts. Zbl 1072.62507 Robins, James; Wasserman, Larry 8 2000 Nonparametric locally efficient estimation of the treatment specific survival distribution with right censored data and covariates in observational studies. Zbl 0983.62077 Hubbard, Alan E.; Van der Laan, Mark J.; Robins, James M. 6 2000 Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644 Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M. 216 1999 Confounding and collapsibility in causal inference. Zbl 1059.62506 Greenland, Sander; Robins, James M.; Pearl, Judea 72 1999 Association, causation, and marginal structural models. Zbl 1078.62523 Robins, James M. 38 1999 Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome. Zbl 1072.62692 Robins, James M.; Greenland, Sander; Hu, Fu-Chang 29 1999 The graft versus leukemia effect after bone marrow transplantation: a case study using structural nested failure time models. Zbl 1059.62665 Keiding, Niels; Filiberti, Marusca; Esbjerg, Sille; Robins, James M.; Jacobsen, Niels 4 1999 Semiparametric regression for repeated outcomes with nonignorable nonresponse. Zbl 1064.62520 Rotnitzky, Andrea; Robins, James M.; Scharfstein, Daniel O. 87 1998 Large-sample theory for parametric multiple imputation procedures. Zbl 1054.62524 Wang, Naisyin; Robins, James M. 44 1998 Locally efficient estimation with current status data and time-dependent covariates. Zbl 0953.62118 van der Laan, Mark J.; Robins, James M. 12 1998 Coarsening at random: Characterizations, conjectures, counter-examples. Zbl 0918.62003 Gill, Richard D.; Van der Laan, Mark J.; Robins, James M. 47 1997 Causal inference from complex longitudinal data. Zbl 0969.62072 Robins, James M. 43 1997 Semiparametric efficiency and its implication on the design and analysis of group-sequential studies. Zbl 0913.62075 Scharfstein, Daniel O.; Tsiatis, Anastasios A.; Robins, James M. 12 1997 Efficient estimation of regression parameters from multistage studies with validation of outcome and covariates. Zbl 0946.62065 Holcroft, Christina A.; Rotnitzky, Andrea; Robins, James M. 3 1997 ...and 25 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 3,089 Authors 49 Robins, James M. 38 Van der Laan, Mark Johannes 31 Vansteelandt, Stijn 27 Tchetgen Tchetgen, Eric J. 25 Tsiatis, Anastasios A. 21 Gilbert, Peter B. 21 Wang, Qihua 20 Moodie, Erica E. M. 19 Molenberghs, Geert 16 Small, Dylan S. 16 Van der Vaart, Adrianus Willem 16 Wang, Lei 15 Han, Peisong 15 Schaubel, Douglas E. 15 Yi, Grace Yun 14 Rotnitzky, Andrea G. 14 Yang, Shu 14 Zhang, Zhiwei 13 Greenland, Sander 13 Martinussen, Torben 13 Murphy, Susan A. 13 Scharfstein, Daniel O. 13 Shen, Pao-Sheng 13 Zeng, Donglin 12 Bühlmann, Peter 12 Davidian, Marie 12 Didelez, Vanessa 12 Kenward, Michael G. 12 Kim, Jae Kwang 12 Laber, Eric B. 12 Little, Roderick J. A. 12 Qin, Guoyou 12 Richardson, Thomas Stuart 12 Sun, Liuquan 12 VanderWeele, Tyler J. 11 Carone, Marco 11 Cook, Richard J. 11 Daniels, Michael J. 11 Hernán, Miguel A. 11 Johnson, Brent A. 11 Kosorok, Michael R. 11 Song, Rui 11 Tan, Zhiqiang 11 Wang, Ching-Yun 11 Wang, Lu 11 Young, Jessica G. 10 Cai, Tianxi 10 Datta, Somnath 10 Fine, Jason Peter 10 Joffe, Marshall M. 10 Kennedy, Edward H. 10 Li, Fan 10 Liang, Hua 10 Luedtke, Alex 9 Ma, Yanyuan 9 Qin, Yongsong 9 Sjölander, Arvid 9 Wang, Suojin 9 Wasserman, Larry Alan 9 Xue, Liugen 9 Zhou, Yong 9 Zhu, Zhongyi 8 Chernozhukov, Victor 8 Díaz, Iván M. 8 Frangakis, Constantine E. 8 Goetghebeur, Els J. 8 Heagerty, Patrick J. 8 Hudgens, Michael G. 8 Ibrahim, Joseph George 8 Lu, Wenbin 8 Nan, Bin 8 Paik, Myunghee Cho 8 Stephens, David A. 8 Sun, BaoLuo 8 Szabó, Botond 8 Verbeke, Geert N. 8 Wager, Stefan 8 Wang, Xiaoqin 8 Yin, Li 8 Zhou, Xiao-Hua Andrew 7 Chen, Baojiang 7 Dominici, Francesca 7 Ertefaie, Ashkan 7 Follmann, Dean A. 7 Geng, Zhi 7 Guo, Xu 7 Hogan, Joseph W. 7 Lawless, Jerald F. 7 Pearl, Judea 7 Qin, Jing 7 Shao, Jun 7 Shpitser, Ilya 7 Stensrud, Mats Julius 7 Tang, Wan 7 Wellner, Jon August 7 Yu, Menggang 7 Yuan, Ying 7 Zhang, Min 7 Zhu, Lixing 6 Aalen, Odd Olai ...and 2,989 more Authors all top 5 Cited in 157 Serials 307 Biometrics 128 Journal of the American Statistical Association 105 The Annals of Statistics 88 Computational Statistics and Data Analysis 87 Statistical Science 83 Lifetime Data Analysis 79 Journal of Statistical Planning and Inference 66 Journal of Econometrics 60 Communications in Statistics. 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Japanese Issue 1 Advances in Applied Probability ...and 57 more Serials all top 5 Cited in 31 Fields 2,023 Statistics (62-XX) 230 Numerical analysis (65-XX) 155 Biology and other natural sciences (92-XX) 81 Computer science (68-XX) 74 Probability theory and stochastic processes (60-XX) 66 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 24 Combinatorics (05-XX) 12 Operations research, mathematical programming (90-XX) 11 Systems theory; control (93-XX) 8 Information and communication theory, circuits (94-XX) 7 History and biography (01-XX) 5 Mathematical logic and foundations (03-XX) 4 Functional analysis (46-XX) 4 Quantum theory (81-XX) 3 General and overarching topics; collections (00-XX) 2 Algebraic geometry (14-XX) 2 Approximations and expansions (41-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Number theory (11-XX) 1 Commutative algebra (13-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Group theory and generalizations (20-XX) 1 Measure and integration (28-XX) 1 Functions of a complex variable (30-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral equations (45-XX) 1 Manifolds and cell complexes (57-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Mathematics education (97-XX) Citations by Year