×

zbMATH — the first resource for mathematics

Robins, James M.

Compute Distance To:
Author ID: robins.james-m Recent zbMATH articles by "Robins, James M."
Published as: Robins, J. M.; Robins, James; Robins, James M.; Robins, James R.
Documents Indexed: 116 Publications since 1985, including 1 Book
Biographic References: 1 Publication
all top 5

Co-Authors

12 single-authored
24 Rotnitzky, Andrea G.
13 Tchetgen Tchetgen, Eric J.
10 Van der Vaart, Adrianus Willem
9 Richardson, Thomas Stuart
8 Scharfstein, Daniel O.
8 Van der Laan, Mark Johannes
8 VanderWeele, Tyler J.
7 Hernán, Miguel A.
7 Li, Lingling
6 Greenland, Sander
5 Gill, Richard David
4 Young, Jessica G.
3 Liu, Lin
3 Mukherjee, Rajarshi
3 Newey, Whitney Kent
3 Sued, Mariela
3 Tsiatis, Anastasios A.
3 Vansteelandt, Stijn
3 Wang, Linbo
3 Wasserman, Larry Alan
2 Breslow, Norman E.
2 Holcroft, Christina A.
2 Hsieh, Fushing
2 Hubbard, Alan E.
2 Kenah, Eben
2 Liu, Lan
2 Miao, Wang
2 Miller, Matthew S.
2 Picciotto, Sally
2 Sun, BaoLuo
2 Swanson, Sonja A.
2 Wang, Naisyin
2 Zhao, Lueping
1 Andrews, Chris
1 Babino, Lucia
1 Bang, Heejung
1 Blevins, Donald K.
1 Bottai, Matteo
1 Brumback, Babette A.
1 Carroll, Raymond James
1 Chaudhuri, Saraswata
1 Cox, David Roxbee
1 Daniels, Michael J.
1 Datta, Somnath
1 Ding, Peng
1 Eddings, Wesley
1 Esbjerg, Sille
1 Filiberti, Marusca
1 Finkelstein, Dianne M.
1 Hu, Fu-Chang
1 Hu, Tianle
1 Jacobsen, Niels G.
1 Keiding, Niels
1 Lei-Gomez, Quanhong
1 Lei, Jing
1 Lei, Quanhong
1 Liang, Hua
1 Lin, Danyu
1 Lin, Xihong
1 Lipsitch, Marc
1 Logan, Roger W.
1 Loh, Wen Wei
1 Lok, Judith J.
1 Mark, Steven D.
1 Molina, Julieta
1 Morgenstern, Hal
1 Murphy, Susan A.
1 Nan, Bin
1 Ogburn, Elizabeth L.
1 Okui, Ryo
1 Page, John H.
1 Pearl, Judea
1 Prentice, Ross L.
1 Quale, Christopher M.
1 Satten, Glen A.
1 Scheines, Richard
1 Shahn, Zach
1 Small, Dylan S.
1 Smucler, Ezequiel
1 Spirtes, Peter
1 Su, Tingli
1 Tan, Zhiqiang
1 Ventura, Valérie
1 Wang, Suojin
1 Wei, Lee-Jen
1 Wellner, Jon August
1 Wirth, Kathleen E.
1 Zivot, Eric

Publications by Year

Citations contained in zbMATH

104 Publications have been cited 2,629 times in 1,477 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
326
1994
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
171
1995
Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644
Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M.
157
1999
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
149
1986
Unified methods for censored longitudinal data and causality. Zbl 1013.62034
van der Laan, Mark J.; Robins, James M.
125
2003
Doubly robust estimation in missing data and causal inference models. Zbl 1087.62121
Bang, Heejung; Robins, James M.
101
2005
Semiparametric regression for repeated outcomes with nonignorable nonresponse. Zbl 1064.62520
Rotnitzky, Andrea; Robins, James M.; Scharfstein, Daniel O.
71
1998
Semiparametric efficiency in multivariate regression models with missing data. Zbl 0818.62043
Robins, James M.; Rotnitzky, Andrea
68
1995
Estimation in partially linear models with missing covariates. Zbl 1117.62385
Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J.
63
2004
Correcting for non-compliance in randomized trials using structural nested mean models. Zbl 0825.62203
Robins, J. M.
56
1994
Asymptotic distribution of \(p\) values in composite null models. Zbl 1072.62522
Robins, James M.; van der Vaart, Aad; Ventura, Valérie
55
2000
Optimal structural nested models for optimal sequential decisions. Zbl 1279.62024
Robins, James M.
54
2004
Confounding and collapsibility in causal inference. Zbl 1059.62506
Greenland, Sander; Robins, James M.; Pearl, Judea
50
1999
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.
41
2000
Comparing two failure time distributions in the presence of dependent censoring. Zbl 0865.62079
Lin, D. Y.; Robins, J. M.; Wei, L. J.
39
1996
Likelihood-based inference with singular information matrix. Zbl 0976.62015
Rotnitzky, Andrea; Cox, David R.; Bottai, Matteo; Robins, James
37
2000
Coarsening at random: Characterizations, conjectures, counter-examples. Zbl 0918.62003
Gill, Richard D.; Van der Laan, Mark J.; Robins, James M.
36
1997
Inference for imputation estimators. Zbl 0974.62016
Robins, James M.; Wang, Naisyin
35
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.
35
1992
Association, causation, and marginal structural models. Zbl 1078.62523
Robins, James M.
34
1999
Adaptive nonparametric confidence sets. Zbl 1091.62039
Robins, James; van der Vaart, Aad
33
2006
Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Zbl 1018.62098
Hernán, Miguel A.; Brumback, Babette; Robins, James M.
33
2001
Marginal mean models for dynamic regimes. Zbl 1051.62114
Murphy, S. A.; van der Laan, Mark J.; Robins, J. M.
32
2001
Large-sample theory for parametric multiple imputation procedures. Zbl 1054.62524
Wang, Naisyin; Robins, James M.
32
1998
Correcting for non-compliance in randomized trials using rank preserving structural failure time models. Zbl 0775.62273
Robins, James M.; Tsiatis, Anastasios A.
29
1991
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
28
2007
Causal inference from complex longitudinal data. Zbl 0969.62072
Robins, James M.
28
1997
Semiparametric regression estimation in the presence of dependent censoring. Zbl 0861.62030
Rotnitzky, Andrea; Robins, James M.
27
1995
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.
26
2000
Estimation of the time-dependent accelerated failure time model in the presence of confounding factors. Zbl 0753.62076
Robins, James
26
1992
Higher order influence functions and minimax estimation of nonlinear functionals. Zbl 05556804
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad
25
2008
Marginal structural models versus structural nested models as tools for causal inference. Zbl 0986.62094
Robins, James M.
24
2000
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
24
1999
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.
23
1987
Estimating the marginal survival function in the presence of time dependent covariates. Zbl 0999.62078
Satten, Glen A.; Datta, Somnath; Robins, James
22
2001
Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. Zbl 0813.62029
Robins, James M.; Hsieh, Fushing; Newey, Whitney
22
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
21
2004
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
21
1986
Estimation of the failure time distribution in the presence of informative censoring. Zbl 1036.62110
Scharfstein, Daniel O.; Robins, James M.
20
2002
Causal inference for complex longitudinal data: the continuous case. Zbl 1043.62094
Gill, Richard D.; Robins, James M.
20
2001
On the semi-parametric efficiency of logistic regression under case-control sampling. Zbl 0965.62033
Breslow, Norman E.; Robins, James M.; Wellner, Jon A.
18
2000
Semiparametric estimation of an accelerated failure time model with time-dependent covariates. Zbl 0751.62046
Robins, James; Tsiatis, Anastasios A.
18
1992
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.
17
2003
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
17
2001
Twicing kernels and a small bias property of semiparametric estimators. Zbl 1091.62024
Newey, Whitney K.; Hsieh, Fushing; Robins, James M.
16
2004
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
15
1994
The foundations of confounding in epidemiology. Zbl 0647.62093
Robins, J. M.; Morgenstern, H.
14
1987
Estimation of a common effect parameter from sparse follow-up data. Zbl 0608.62138
Greenland, Sander; Robins, James M.
14
1985
Uniform consistency in causal inference. Zbl 1436.62025
Robins, James M.; Scheines, Richard; Spirtes, Peter; Wasserman, Larry
13
2003
Semiparametric minimax rates. Zbl 1326.62080
Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad
12
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
12
2004
The probability of causation under a stochastic model for individual risk. Zbl 0715.62205
Robins, James; Greenland, Sander
12
1989
Minimax estimation of a functional on a structured high-dimensional model. Zbl 06821115
Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen, Eric Tchetgen; van der Vaart, Aad
11
2017
Distribution-free prediction sets. Zbl 06158342
Lei, Jing; Robins, James; Wasserman, Larry
11
2013
Improved double-robust estimation in missing data and causal inference models. Zbl 1239.62071
Rotnitzky, Andrea; Lei, Quanhong; Sued, Mariela; Robins, James M.
11
2012
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.
11
2002
Time-dependent cross ratio estimation for bivariate failure times. Zbl 1215.62102
Hu, Tianle; Nan, Bin; Lin, Xihong; Robins, James M.
10
2011
Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse. Zbl 1156.62033
Vansteelandt, Stijn; Rotnitzky, Andrea; Robins, James
10
2007
Locally efficient estimation with current status data and time-dependent covariates. Zbl 0953.62118
van der Laan, Mark J.; Robins, James M.
9
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.
9
1997
Multiply robust inference for statistical interactions. Zbl 1286.62033
Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M.
8
2008
Empirical and counterfactual conditions for sufficient cause interactions. Zbl 1437.62636
Vanderweele, Tyler J.; Robins, James M.
8
2008
On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065
Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea
7
2010
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
7
2001
An analytic method for randomized trials with informative censoring. I. Zbl 0836.62102
Robins, James M.
7
1995
Minimax estimation of the integral of a power of a density. Zbl 1151.62314
Tchetgen, Eric; Li, Lingling; Robins, James; van der Vaart, Aad
6
2008
Generation interval contraction and epidemic data analysis. Zbl 1135.92031
Kenah, Eben; Lipsitch, Marc; Robins, James M.
6
2008
Instrumental variables as bias amplifiers with general outcome and confounding. Zbl 07072207
Ding, P.; Vanderweele, T. J.; Robins, J. M.
5
2017
Doubly robust estimation of the local average treatment effect curve. Zbl 1414.62114
Ogburn, Elizabeth L.; Rotnitzky, Andrea; Robins, James M.
5
2015
Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021
Li, Lingling; Tchetgen, Eric Tchetgen; van der Vaart, Aad; Robins, James M.
5
2011
Conditioning, likelihood, and coherence: A review of some foundational concepts. Zbl 1072.62507
Robins, James; Wasserman, Larry
5
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.
5
2000
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.
4
2012
Doubly robust instrumental variable regression. Zbl 1417.62090
Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James
4
2012
Quadratic semiparametric von Mises calculus. Zbl 1433.62102
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W.
4
2009
Locally efficient estimation with bivariate right-censored data. Zbl 1120.62316
Quale, Christopher M.; Van der Laan, Mark J.; Robins, James R.
4
2006
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
An analytic method for randomized trials with informative censoring. II. Zbl 0860.62097
Robins, James M.
4
1995
Multiple robust estimation of marginal structural mean models for unconstrained outcomes. Zbl 1436.62507
Babino, Lucia; Rotnitzky, Andrea; Robins, James
3
2019
Discussion of “Dynamic treatment regimes: technical challenges and applications”. Zbl 1309.62179
Robins, James; Rotnitzky, Andrea
3
2014
Signed directed acyclic graphs for causal inference. Zbl 1411.62178
VanderWeele, Tyler J.; Robins, James M.
3
2010
Analysis of the binary instrumental variable model. Zbl 1223.68109
Richardson, Thomas S.; Robins, James M.
3
2010
The semiparametric case-only estimator. Zbl 1233.62189
Tchetgen Tchetgen, Eric J.; Robins, James
3
2010
Properties of monotonic effects on directed acyclic graphs. Zbl 1235.68236
Vanderweele, Tyler J.; Robins, James M.
3
2009
Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025
Andrews, Chris; van der Laan, Mark; Robins, James
3
2005
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
Semi-parametric estimation of models for means and covariances in the presence of missing data. Zbl 0835.62031
Rotnitzky, Andrea; Robins, James M.
3
1995
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.
3
1987
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.
2
2018
Multiple robustness in factorized likelihood models. Zbl 07072228
Molina, J.; Rotnitzky, A.; Sued, Mariela; Robins, J. M.
2
2017
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.
2
2014
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.
2
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
2
2010
Locally efficient median regression with random censoring and surrogate markers. Zbl 0915.62031
Robins, James M.
2
1996
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.
1
2020
Asymptotic normality of quadratic estimators. Zbl 1348.62170
Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad
1
2016
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
ACE bounds; SEMs with equilibrium conditions. Zbl 1331.62481
Richardson, Thomas S.; Robins, James M.
1
2014
Semiparametric tests for sufficient cause interaction. Zbl 1411.62116
Vansteelandt, Stijn; VanderWeele, Tyler J.; Robins, James M.
1
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
1
2012
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.
1
2020
Multiple robust estimation of marginal structural mean models for unconstrained outcomes. Zbl 1436.62507
Babino, Lucia; Rotnitzky, Andrea; Robins, James
3
2019
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.
2
2018
Minimax estimation of a functional on a structured high-dimensional model. Zbl 06821115
Robins, James M.; Li, Lingling; Mukherjee, Rajarshi; Tchetgen, Eric Tchetgen; van der Vaart, Aad
11
2017
Instrumental variables as bias amplifiers with general outcome and confounding. Zbl 07072207
Ding, P.; Vanderweele, T. J.; Robins, J. M.
5
2017
Multiple robustness in factorized likelihood models. Zbl 07072228
Molina, J.; Rotnitzky, A.; Sued, Mariela; Robins, J. M.
2
2017
Asymptotic normality of quadratic estimators. Zbl 1348.62170
Robins, James M.; Li, Lingling; Tchetgen Tchetgen, Eric; van der Vaart, Aad
1
2016
Doubly robust estimation of the local average treatment effect curve. Zbl 1414.62114
Ogburn, Elizabeth L.; Rotnitzky, Andrea; Robins, James M.
5
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
3
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.
2
2014
ACE bounds; SEMs with equilibrium conditions. Zbl 1331.62481
Richardson, Thomas S.; Robins, James M.
1
2014
Distribution-free prediction sets. Zbl 06158342
Lei, Jing; Robins, James; Wasserman, Larry
11
2013
Improved double-robust estimation in missing data and causal inference models. Zbl 1239.62071
Rotnitzky, Andrea; Lei, Quanhong; Sued, Mariela; Robins, James M.
11
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.
4
2012
Doubly robust instrumental variable regression. Zbl 1417.62090
Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James
4
2012
Semiparametric tests for sufficient cause interaction. Zbl 1411.62116
Vansteelandt, Stijn; VanderWeele, Tyler J.; Robins, James M.
1
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
1
2012
Time-dependent cross ratio estimation for bivariate failure times. Zbl 1215.62102
Hu, Tianle; Nan, Bin; Lin, Xihong; Robins, James M.
10
2011
Higher order inference on a treatment effect under low regularity conditions. Zbl 1218.62021
Li, Lingling; Tchetgen, Eric Tchetgen; van der Vaart, Aad; Robins, James M.
5
2011
On doubly robust estimation in a semiparametric odds ratio model. Zbl 1183.62065
Tchetgen, Eric J.; Robins, James M.; Rotnitzky, Andrea
7
2010
Signed directed acyclic graphs for causal inference. Zbl 1411.62178
VanderWeele, Tyler J.; Robins, James M.
3
2010
Analysis of the binary instrumental variable model. Zbl 1223.68109
Richardson, Thomas S.; Robins, James M.
3
2010
The semiparametric case-only estimator. Zbl 1233.62189
Tchetgen Tchetgen, Eric J.; Robins, James
3
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.
2
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
2
2010
Semiparametric minimax rates. Zbl 1326.62080
Robins, James; Tchetgen Tchetgen, Eric; Li, Lingling; van der Vaart, Aad
12
2009
Quadratic semiparametric von Mises calculus. Zbl 1433.62102
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad W.
4
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 05556804
Robins, James; Li, Lingling; Tchetgen, Eric; van der Vaart, Aad
25
2008
Multiply robust inference for statistical interactions. Zbl 1286.62033
Vansteelandt, Stijn; VanderWeele, Tyler J.; Tchetgen, Eric J.; Robins, James M.
8
2008
Empirical and counterfactual conditions for sufficient cause interactions. Zbl 1437.62636
Vanderweele, Tyler J.; Robins, James M.
8
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
6
2008
Generation interval contraction and epidemic data analysis. Zbl 1135.92031
Kenah, Eben; Lipsitch, Marc; Robins, James M.
6
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
28
2007
Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse. Zbl 1156.62033
Vansteelandt, Stijn; Rotnitzky, Andrea; Robins, James
10
2007
Network-based analysis of stochastic SIR epidemic models with random and proportionate mixing. Zbl 1453.92305
Kenah, Eben; Robins, James M.
1
2007
Adaptive nonparametric confidence sets. Zbl 1091.62039
Robins, James; van der Vaart, Aad
33
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.
101
2005
Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025
Andrews, Chris; van der Laan, Mark; Robins, James
3
2005
Estimation in partially linear models with missing covariates. Zbl 1117.62385
Liang, Hua; Wang, Suojin; Robins, James M.; Carroll, Raymond J.
63
2004
Optimal structural nested models for optimal sequential decisions. Zbl 1279.62024
Robins, James M.
54
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
21
2004
Twicing kernels and a small bias property of semiparametric estimators. Zbl 1091.62024
Newey, Whitney K.; Hsieh, Fushing; Robins, James M.
16
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
12
2004
Unified methods for censored longitudinal data and causality. Zbl 1013.62034
van der Laan, Mark J.; Robins, James M.
125
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.
17
2003
Uniform consistency in causal inference. Zbl 1436.62025
Robins, James M.; Scheines, Richard; Spirtes, Peter; Wasserman, Larry
13
2003
Estimation of the failure time distribution in the presence of informative censoring. Zbl 1036.62110
Scharfstein, Daniel O.; Robins, James M.
20
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.
11
2002
Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Zbl 1018.62098
Hernán, Miguel A.; Brumback, Babette; Robins, James M.
33
2001
Marginal mean models for dynamic regimes. Zbl 1051.62114
Murphy, S. A.; van der Laan, Mark J.; Robins, J. M.
32
2001
Estimating the marginal survival function in the presence of time dependent covariates. Zbl 0999.62078
Satten, Glen A.; Datta, Somnath; Robins, James
22
2001
Causal inference for complex longitudinal data: the continuous case. Zbl 1043.62094
Gill, Richard D.; Robins, James M.
20
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
17
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
7
2001
Asymptotic distribution of \(p\) values in composite null models. Zbl 1072.62522
Robins, James M.; van der Vaart, Aad; Ventura, Valérie
55
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.
41
2000
Likelihood-based inference with singular information matrix. Zbl 0976.62015
Rotnitzky, Andrea; Cox, David R.; Bottai, Matteo; Robins, James
37
2000
Inference for imputation estimators. Zbl 0974.62016
Robins, James M.; Wang, Naisyin
35
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.
26
2000
Marginal structural models versus structural nested models as tools for causal inference. Zbl 0986.62094
Robins, James M.
24
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.
18
2000
Conditioning, likelihood, and coherence: A review of some foundational concepts. Zbl 1072.62507
Robins, James; Wasserman, Larry
5
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.
5
2000
Adjusting for nonignorable drop-out using semiparametric nonresponse models. Zbl 1072.62644
Scharfstein, Daniel O.; Rotnitzky, Andrea; Robins, James M.
157
1999
Confounding and collapsibility in causal inference. Zbl 1059.62506
Greenland, Sander; Robins, James M.; Pearl, Judea
50
1999
Association, causation, and marginal structural models. Zbl 1078.62523
Robins, James M.
34
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
24
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.
71
1998
Large-sample theory for parametric multiple imputation procedures. Zbl 1054.62524
Wang, Naisyin; Robins, James M.
32
1998
Locally efficient estimation with current status data and time-dependent covariates. Zbl 0953.62118
van der Laan, Mark J.; Robins, James M.
9
1998
Coarsening at random: Characterizations, conjectures, counter-examples. Zbl 0918.62003
Gill, Richard D.; Van der Laan, Mark J.; Robins, James M.
36
1997
Causal inference from complex longitudinal data. Zbl 0969.62072
Robins, James M.
28
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.
9
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
Sequential models for coarsening and missingness. Zbl 0918.62004
Gill, Richard D.; Robins, James M.
1
1997
Comparing two failure time distributions in the presence of dependent censoring. Zbl 0865.62079
Lin, D. Y.; Robins, J. M.; Wei, L. J.
39
1996
Locally efficient median regression with random censoring and surrogate markers. Zbl 0915.62031
Robins, James M.
2
1996
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
171
1995
Semiparametric efficiency in multivariate regression models with missing data. Zbl 0818.62043
Robins, James M.; Rotnitzky, Andrea
68
1995
Semiparametric regression estimation in the presence of dependent censoring. Zbl 0861.62030
Rotnitzky, Andrea; Robins, James M.
27
1995
Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. Zbl 0813.62029
Robins, James M.; Hsieh, Fushing; Newey, Whitney
22
1995
An analytic method for randomized trials with informative censoring. I. Zbl 0836.62102
Robins, James M.
7
1995
An analytic method for randomized trials with informative censoring. II. Zbl 0860.62097
Robins, James M.
4
1995
Semi-parametric estimation of models for means and covariances in the presence of missing data. Zbl 0835.62031
Rotnitzky, Andrea; Robins, James M.
3
1995
Estimation of regression coefficients when some regressors are not always observed. Zbl 0815.62043
Robins, James M.; Rotnitzky, Andrea; Zhao, Lue Ping
326
1994
Correcting for non-compliance in randomized trials using structural nested mean models. Zbl 0825.62203
Robins, J. M.
56
1994
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
15
1994
Estimating exposure effects by modelling the expectation of exposure conditional on confounders. Zbl 0768.62099
Robins, James M.; Mark, Steven D.; Newey, Whitney K.
35
1992
Estimation of the time-dependent accelerated failure time model in the presence of confounding factors. Zbl 0753.62076
Robins, James
26
1992
Semiparametric estimation of an accelerated failure time model with time-dependent covariates. Zbl 0751.62046
Robins, James; Tsiatis, Anastasios A.
18
1992
Correcting for non-compliance in randomized trials using rank preserving structural failure time models. Zbl 0775.62273
Robins, James M.; Tsiatis, Anastasios A.
29
1991
The probability of causation under a stochastic model for individual risk. Zbl 0715.62205
Robins, James; Greenland, Sander
12
1989
Designs for synthetic case-control studies in open cohorts. Zbl 0715.62212
Robins, James M.; Prentice, Ross L.; Blevins, Donald
1
1989
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.
23
1987
The foundations of confounding in epidemiology. Zbl 0647.62093
Robins, J. M.; Morgenstern, H.
14
1987
...and 4 more Documents
all top 5

Cited by 2,134 Authors

38 Robins, James M.
33 Van der Laan, Mark Johannes
24 Tsiatis, Anastasios A.
21 Vansteelandt, Stijn
18 Molenberghs, Geert
16 Tchetgen Tchetgen, Eric J.
15 Gilbert, Peter B.
15 Wang, Qihua
14 Rotnitzky, Andrea G.
14 Van der Vaart, Adrianus Willem
14 Yi, Grace Yun
13 Schaubel, Douglas E.
13 Shen, Pao-Sheng
12 Davidian, Marie-Louise
12 Little, Roderick J. A.
12 Moodie, Erica E. M.
12 Small, Dylan S.
11 Datta, Somnath
11 Murphy, Susan A.
11 Zeng, Donglin
10 Cook, Richard J.
10 Daniels, Michael J.
10 Joffe, Marshall M.
10 Kenward, Michael G.
10 Liang, Hua
10 Richardson, Thomas Stuart
10 Scharfstein, Daniel O.
10 VanderWeele, Tyler J.
10 Zhang, Zhiwei
9 Carone, Marco
9 Greenland, Sander
9 Han, Peisong
9 Johnson, Brent A.
9 Kosorok, Michael R.
9 Laber, Eric B.
9 Qin, Yongsong
8 Didelez, Vanessa
8 Fine, Jason P.
8 Frangakis, Constantine E.
8 Goetghebeur, Els J.
8 Heagerty, Patrick J.
8 Ibrahim, Joseph George
8 Kim, Jaekwang
8 Martinussen, Torben
8 Nan, Bin
8 Paik, Myunghee Cho
8 Qin, Guoyou
8 Sjölander, Arvid
8 Sun, Liuquan
8 Wang, Ching-Yun
8 Wang, Xiaoqin
8 Yin, Li
7 Bühlmann, Peter
7 Chen, Baojiang
7 Geng, Zhi
7 Hernán, Miguel A.
7 Hogan, Joseph W.
7 Lu, Wenbin
7 Tan, Zhiqiang
7 Verbeke, Geert N.
7 Wang, Lu
7 Wang, Suojin
7 Xue, Liugen
7 Yuan, Ying
7 Zhu, Zhongyi
6 Breslow, Norman E.
6 Cai, Jianwen
6 Chen, Yihau
6 Díaz, Iván
6 Ding, Aidong Adam
6 Dominici, Francesca
6 Hudgens, Michael G.
6 Kennedy, Edward H.
6 Kuroki, Manabu
6 Lawless, Jerald F.
6 Li, Fan
6 Li, Lingling
6 Lin, Xihong
6 Nickl, Richard
6 Pearl, Judea
6 Qin, Jing
6 Song, Rui
6 Tang, Wan
6 Wasserman, Larry Alan
6 Wellner, Jon August
6 White, Ian R.
6 Wu, Changbao
6 Zhang, Min
6 Zhou, Xiao-Hua Andrew
5 Aalen, Odd O.
5 Bayarri, Maria J.
5 Cattaneo, Matias D.
5 Chen, Qingxia
5 Chiba, Yasutaka
5 Ding, Peng
5 Gómez, Héctor W.
5 Guo, Xu
5 Hsieh, Jin-Jian
5 Kalbfleisch, John D.
5 Lok, Judith J.
...and 2,034 more Authors
all top 5

Cited in 111 Serials

240 Biometrics
78 Journal of the American Statistical Association
77 Statistical Science
74 The Annals of Statistics
73 Journal of Statistical Planning and Inference
72 Lifetime Data Analysis
69 Computational Statistics and Data Analysis
47 Communications in Statistics. Theory and Methods
41 The Canadian Journal of Statistics
39 Scandinavian Journal of Statistics
39 Statistics & Probability Letters
35 Journal of Econometrics
35 Electronic Journal of Statistics
34 Journal of Multivariate Analysis
30 The Annals of Applied Statistics
27 Journal of Applied Statistics
25 Annals of the Institute of Statistical Mathematics
22 Biometrical Journal
21 Biostatistics
20 Epidemiologic Methods
19 Journal of the Royal Statistical Society. Series B. Statistical Methodology
18 Econometric Theory
18 Statistical Methods in Medical Research
16 Journal of Nonparametric Statistics
15 Test
14 Bernoulli
13 Psychometrika
13 Computational Statistics
13 Journal of Statistical Computation and Simulation
12 Statistical Papers
9 Acta Mathematicae Applicatae Sinica. English Series
9 Communications in Statistics. Simulation and Computation
9 Journal of Systems Science and Complexity
9 Statistical Modelling
9 Journal of Machine Learning Research (JMLR)
8 Statistics
8 Journal of the Korean Statistical Society
7 International Statistical Review
7 Australian & New Zealand Journal of Statistics
6 Statistical Methodology
6 Journal of Statistical Theory and Practice
6 Bayesian Analysis
5 Mathematical Biosciences
5 Science China. Mathematics
4 Artificial Intelligence
4 Metrika
4 Synthese
4 Annals of Mathematics and Artificial Intelligence
4 Statistics Surveys
3 Information Sciences
3 Metron
3 Probability Theory and Related Fields
3 Stochastic Processes and their Applications
3 Applied Mathematics. Series B (English Edition)
3 AStA. Advances in Statistical Analysis
3 Statistics and Computing
2 Computers & Mathematics with Applications
2 Journal of Mathematical Psychology
2 Insurance Mathematics & Economics
2 Sequential Analysis
2 International Journal of Approximate Reasoning
2 Machine Learning
2 Economics Letters
2 Linear Algebra and its Applications
2 Proceedings of the National Academy of Sciences of the United States of America
2 Journal of Biopharmaceutical Statistics
2 Mathematical Methods of Statistics
2 Statistica Sinica
2 Journal of Applied Mathematics and Decision Sciences
2 Journal of the Royal Statistical Society. Series C. Applied Statistics
2 Statistical Methods and Applications
2 Computational & Mathematical Methods in Medicine
2 Journal of Agricultural, Biological, and Environmental Statistics
2 Journal of Probability and Statistics
2 Sankhyā. Series A
1 Advances in Applied Probability
1 Bulletin of the Australian Mathematical Society
1 Periodica Mathematica Hungarica
1 Problems of Information Transmission
1 British Journal of Mathematical & Statistical Psychology
1 Journal of Computational and Applied Mathematics
1 The Journal of Mathematical Sociology
1 Journal of Philosophical Logic
1 Statistica Neerlandica
1 Theoretical Computer Science
1 Advances in Applied Mathematics
1 Econometric Reviews
1 Science in China. Series A
1 Neural Networks
1 Annals of Operations Research
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Mathematical Programming. Series A. Series B
1 Journal of Computer and Systems Sciences International
1 Applied and Computational Harmonic Analysis
1 Chaos
1 Data Mining and Knowledge Discovery
1 The Econometrics Journal
1 Journal of the Royal Statistical Society. Series A. Statistics in Society
1 AStA. Allgemeines Statistisches Archiv
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
...and 11 more Serials

Citations by Year