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Author ID: robins.james-m Recent zbMATH articles by "Robins, James M."
Published as: Robins, James M.; Robins, James; Robins, J. M.; Robins, James R.
Homepage: https://www.hsph.harvard.edu/profile/james-m-robins/?_gl=1*1h8sn7w*_ga*mtg4mty3n...
External Links: MGP
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

Publications by Year

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 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
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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. Theory and Methods
59 The Annals of Applied Statistics
52 Electronic Journal of Statistics
48 The Canadian Journal of Statistics
47 Scandinavian Journal of Statistics
42 Statistics & Probability Letters
40 Biometrical Journal
40 Journal of Applied Statistics
39 Journal of Multivariate Analysis
31 Annals of the Institute of Statistical Mathematics
27 Statistica Sinica
26 Journal of Statistical Computation and Simulation
25 Communications in Statistics. Simulation and Computation
25 Epidemiologic Methods
23 Bernoulli
21 Journal of Nonparametric Statistics
21 Econometric Theory
21 Biostatistics
20 Psychometrika
19 Test
19 Journal of the Royal Statistical Society. Series B. Statistical Methodology
18 Statistical Methods in Medical Research
17 Computational Statistics
16 International Statistical Review
16 Statistical Papers
16 Journal of Machine Learning Research (JMLR)
13 Journal of the Korean Statistical Society
11 The American Statistician
11 Acta Mathematicae Applicatae Sinica. English Series
11 Statistics
10 Econometric Reviews
10 Bayesian Analysis
9 Journal of Systems Science and Complexity
9 Statistical Modelling
8 Mathematical Biosciences
8 Metrika
8 Australian & New Zealand Journal of Statistics
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8 Statistical Theory and Related Fields
7 Journal of Statistical Theory and Practice
7 Statistics Surveys
6 International Journal of Approximate Reasoning
6 Statistical Methods and Applications
6 AStA. Advances in Statistical Analysis
6 Science China. Mathematics
6 Journal of Computational and Graphical Statistics
5 Statistica Neerlandica
5 Synthese
5 Statistical Methodology
5 Journal of Business and Economic Statistics
4 Artificial Intelligence
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4 Metron
4 Economics Letters
4 Annals of Mathematics and Artificial Intelligence
4 Journal of Agricultural, Biological, and Environmental Statistics
4 Statistics in Medicine
4 Japanese Journal of Statistics and Data Science
3 Probability Theory and Related Fields
3 Machine Learning
3 European Journal of Operational Research
3 Proceedings of the National Academy of Sciences of the United States of America
3 Stochastic Processes and their Applications
3 Applied Mathematics. Series B (English Edition)
3 Mathematical Methods of Statistics
3 Data Mining and Knowledge Discovery
3 Sankhyā. Series A
3 Quantitative Economics
2 Computers & Mathematics with Applications
2 Journal of Mathematical Biology
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2 Advances in Applied Mathematics
2 Insurance Mathematics & Economics
2 Sequential Analysis
2 Annals of Operations Research
2 The Annals of Applied Probability
2 Linear Algebra and its Applications
2 Journal of Biopharmaceutical Statistics
2 Journal of Applied Mathematics and Decision Sciences
2 Far East Journal of Theoretical Statistics
2 Journal of the Royal Statistical Society. Series C. Applied Statistics
2 Acta Mathematica Sinica. English Series
2 Advances in Data Analysis and Classification. ADAC
2 Computational & Mathematical Methods in Medicine
2 International Journal of Biomathematics
2 Journal of Probability and Statistics
2 Journal of Theoretical Biology
2 Communications in Mathematics and Statistics
2 Journal of Econometric Methods
2 SIAM/ASA Journal on Uncertainty Quantification
2 Journal of the Japan Statistical Society. Japanese Issue
1 Advances in Applied Probability
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