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Van der Laan, Mark Johannes

Author ID: van-der-laan.mark-j Recent zbMATH articles by "Van der Laan, Mark Johannes"
Published as: Van der Laan, Mark J.; van der Laan, Mark J.; van der Laan, Mark; Van der Laan, Mark; Van der Laan, M. J.; Van Der Laan, Mark J.; Van der Laan, Mark L.; van der Laan, M.
Further Spellings: Laan, Mark Johannes van der
Homepage: https://www.stat.berkeley.edu/~laan/
External Links: MGP · Wikidata · dblp · GND · IdRef
all top 5

Co-Authors

12 single-authored
17 Dudoit, Sandrine
13 Hubbard, Alan E.
12 Petersen, Maya L.
11 Jewell, Nicholas P.
10 Pollard, Katherine S.
8 Robins, James M.
7 Benkeser, David C.
7 Neugebauer, Romain
6 Bibaut, Aurélien F.
6 Carone, Marco
6 Keles, Sunduz
5 Luedtke, Alexander R.
5 Rudolph, Kara E.
5 Sinisi, Sandra E.
4 Bryan, Jenny
4 Chambaz, Antoine
4 Díaz, Iván M.
4 Hejazi, Nima S.
4 Sofrygin, Oleg
3 Bembom, Oliver
3 Birkner, Merrill D.
3 Cai, Weixin
3 Gerds, Thomas Alexander
3 Gill, Richard David
3 Ju, Cheng
3 Luedtke, Alex
3 Molinaro, Annette M.
3 Rosenblum, Michael G.
3 Rytgaard, Helene C. W.
3 Schnitzer, Mireille E.
3 Tuglus, Catherine
3 Van der Vaart, Adrianus Willem
2 Andrews, Chris
2 Bühlmann, Peter
2 Chaffee, Paul
2 Gilbert, Peter B.
2 Gruber, Susan
2 Joffe, Marshall M.
2 Lendle, Samuel D.
2 Miloslavsky, Maja
2 Moodie, Erica E. M.
2 Platt, Robert W.
2 Polley, Eric C.
2 Quale, Christopher M.
2 Rose, Sherri
2 Smith, Martyn T.
2 Tager, Ira B.
2 Wang, Yue
2 Yu, Zhuo
2 Zheng, Wenjing
1 Adams, Alyce S.
1 Ahern, Jennifer
1 Balzer, Laura B.
1 Beyersmann, Jan
1 Bickel, Peter John
1 Boileau, Philippe
1 Brookhart, M. Alan
1 Butler, Steve
1 Canny, John F.
1 Chen, Jinsong
1 Colford, John M. jun.
1 Combs, Mary
1 Dimakopoulou, Maria
1 Drineas, Petros
1 Durbin, Blythe
1 Eisen, Michael B.
1 Enanoria, Wayne T. A.
1 Ertefaie, Ashkan
1 Frank, Sandra
1 Franklin, Jessica M.
1 Galea, Sandro
1 Geng, Elvin H.
1 Gilbert, Houston N.
1 Grant, Richard W.
1 Guerra, Steve Ferreira
1 Haight, Thaddeus J.
1 Hegedus, Christine M.
1 Henneman, Tanya
1 Hothorn, Torsten
1 Janes, Holly E.
1 Kimaiyo, Sylvester
1 Klein, Marina B.
1 Kreif, Noemi
1 LeDell, Erin
1 Lei, Xiudong
1 Levy, Jonathan
1 McKeague, Ian W.
1 Miles, Caleb H.
1 Munch, Anders
1 Muñoz, Iván Díaz
1 Murphy, Susan A.
1 Musick, Beverly S.
1 Neuvial, Pierre
1 Ogburn, Elizabeth L.
1 Peterson, Derick R.
1 Phillips, Rachael V.
1 Rhee, Soo-Yon
1 Rubin, Dan
1 Sango, Joel
1 Sapp, Stephanie
...and 23 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

127 Publications have been cited 1,525 times in 1,070 Documents Cited by Year
Unified methods for censored longitudinal data and causality. Zbl 1013.62034
van der Laan, Mark J.; Robins, James M.
182
2003
Super learner. Zbl 1166.62387
Van der Laan, Mark J.; Polley, Eric C.; Hubbard, Alan E.
88
2007
Multiple testing procedures with applications to genomics. Zbl 1261.62014
Dudoit, Sandrine; van der Laan, Mark J.
80
2008
Marginal mean models for dynamic regimes. Zbl 1051.62114
Murphy, S. A.; van der Laan, Mark J.; Robins, J. M.
64
2001
Efficient estimation in the bivariate censoring model and repairing NPMLE. Zbl 0859.62033
van der Laan, Mark J.
53
1996
Coarsening at random: Characterizations, conjectures, counter-examples. Zbl 0918.62003
Gill, Richard D.; Van der Laan, Mark J.; Robins, James M.
52
1997
Augmentation procedures for control of the generalized family-wise error rate and tail probabilities for the proportion of false positives. Zbl 1166.62379
Van der Laan, Mark J.; Dudoit, Sandrine; Pollard, Katherine S.
46
2004
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
46
2006
Inefficient estimators of the bivariate survival function for three models. Zbl 0855.62024
Gill, Richard D.; Van der Laan, Mark J.; Wellner, Jon A.
42
1995
Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy. Zbl 1338.62089
Luedtke, Alexander R.; van der Laan, Mark J.
36
2016
Nonparametric estimation of the bivariate survival function with truncated data. Zbl 0866.62019
van der Laan, Mark J.
35
1996
Targeted learning in data science. Causal inference for complex longitudinal studies. Zbl 1408.62005
Van der Laan, Mark J.; Rose, Sherri
27
2018
Nonparametric estimation from current status data with competing risks. Zbl 1034.62034
Jewell, Nicholas P.; Van der Laan, Mark; Henneman, Tanya
26
2003
Multiple testing. I: Single-step procedures for control of general type I error rates. Zbl 1166.62338
Dudoit, Sandrine; Van der Laan, Mark J.; Pollard, Katherine S.
25
2004
Efficient estimation from right-censored data when failure indicators are missing at random. Zbl 0932.62040
van der Laan, Mark J.; McKeague, Ian W.
25
1998
Gene expression analysis with the parametric bootstrap. Zbl 1097.62571
Van der Laan, Mark J.; Bryan, Jenny
24
2001
Asymptotics of cross-validated risk estimation in estimator selection and performance assessment. Zbl 1248.62004
Dudoit, Sandrine; Van der Laan, Mark J.
23
2005
Recurrent events analysis in the presence of time-dependent covariates and dependent censoring. Zbl 1062.62241
Miloslavsky, Maja; Keleş, Sündüz; van der Laan, Mark J.; Butler, Steve
21
2004
The cross-validated adaptive epsilon-net estimator. Zbl 1111.62003
van der Laan, Mark J.; Dudoit, Sandrine; van der Vaart, Aad W.
21
2006
Tree-based multivariate regression and density estimation with right-censored data. Zbl 1048.62046
Molinaro, Annette M.; Dudoit, Sandrine; Van der Laan, Mark J.
21
2004
Oracle inequalities for multi-fold cross validation. Zbl 1117.62042
van der Vaart, Aad W.; Dudoit, Sandrine; van der Laan, Mark J.
20
2006
Causal effect models for realistic individualized treatment and intention to treat rules. Zbl 1165.62357
Van der Laan, Mark J.; Petersen, Maya L.
19
2007
Doubly robust nonparametric inference on the average treatment effect. Zbl 07072333
Benkeser, D.; Carone, M.; Van der Laan, M. J.; Gilbert, P. B.
18
2017
Asymptotic optimality of likelihood-based cross-validation. Zbl 1038.62040
Van der Laan, Mark J.; Dudoit, Sandrine; Keles, Sunduz
17
2004
A method to increase the power of multiple testing procedures through sample splitting. Zbl 1166.62318
Rubin, Daniel; Dudoit, Sandrine; Van der Laan, Mark
16
2006
Choice of a null distribution in resampling-based multiple testing. Zbl 1074.62009
Pollard, Katherine S.; Van der Laan, Mark J.
15
2004
A new partitioning around medoids algorithm. Zbl 1054.62075
Van der Laan, Mark J.; Pollard, Katherine S.; Bryan, Jennifer
14
2003
Population intervention causal effects based on stochastic interventions. Zbl 1274.62846
Muñoz, Iván Díaz; Van der Laan, Mark
14
2012
Locally efficient estimation of the quality-adjusted lifetime distribution with right-censored data and covariates. Zbl 1059.62542
Van der Laan, Mark J.; Hubbard, Alan
13
1999
Locally efficient estimation with current status data and time-dependent covariates. Zbl 0953.62118
van der Laan, Mark J.; Robins, James M.
13
1998
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.
13
2002
Nonparametric causal effects based on marginal structural models. Zbl 1102.62030
Neugebauer, Romain; Van der Laan, Mark
13
2007
Smooth estimation of a monotone density. Zbl 1037.62028
van der Vaart, Aad W.; van der Laan, Mark J.
13
2003
A doubly robust censoring unbiased transformation. Zbl 1133.62325
Rubin, Daniel; Van der Laan, Mark J.
13
2007
Generalizations of current status data with applications. Zbl 0822.62093
Jewell, Nicholas P.; Van der Laan, Mark
12
1995
Nonparametric estimators of the bivariate survival function under random censoring. Zbl 1127.62407
van der Laan, Mark J.
12
1997
Bivariate current status data with univariate monitoring times. Zbl 1160.62353
Jewell, Nicholas P.; van der Laan, Mark; Lei, Xiudong
12
2005
Why prefer double robust estimators in causal inference? Zbl 1058.62106
Neugebauer, Romain; Van der Laan, Mark
11
2005
Fitting of mixtures with unspecified number of components using cross validation distance estimate. Zbl 1256.62015
Miloslavsky, Maja; van der Laan, Mark J.
11
2003
Multiple testing. II: Step-down procedures for control of the family-wise error rate. Zbl 1166.62378
Van der Laan, Mark J.; Dudoit, Sandrine; Pollard, Katherine S.
10
2004
Deletion/substitution/addition algorithm in learning with applications in genomics. Zbl 1166.62368
Sinisi, Sandra E.; Van der Laan, Mark J.
10
2004
Using regression models to analyze randomized trials: asymptotically valid hypothesis tests despite incorrectly specified models. Zbl 1172.62058
Rosenblum, Michael; van der Laan, Mark J.
10
2009
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.
9
2000
Finding quantitative trait loci genes with collaborative targeted maximum likelihood learning. Zbl 1218.62121
Wang, Hui; Rose, Sherri; Van der Laan, Mark J.
9
2011
Robust estimation of encouragement design intervention effects transported across sites. Zbl 06840443
Rudolph, Kara E.; Van der Laan, Mark J.
9
2017
Efficient estimation of the lifetime and disease onset distribution. Zbl 0882.62109
Van der Laan, Mark J.; Jewell, Nicholas P.; Peterson, Derick R.
8
1997
Efficient and inefficient estimation in semiparametric models. Zbl 0838.62003
Van der Laan, Mark J.
8
1995
Locally efficient estimation of the survival distribution with right-censored data and covariates when collection of data is delayed. Zbl 0921.62134
Van der Laan, Mark J.; Hubbard, Alan E.
8
1998
Double robust estimation in longitudinal marginal structural models. Zbl 1077.62089
Yu, Zhuo; Van der Laan, Mark
8
2006
Case-control current status data. Zbl 1115.62105
Jewell, Nicholas P.; van der Laan, Mark
8
2004
Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Zbl 1108.62303
Van der Laan, Mark J.; Birkner, Merrill D.; Hubbard, Alan E.
7
2005
Statistical inference for simultaneous clustering of gene expression data. Zbl 0997.62090
Pollard, Katherine S.; Van der Laan, Mark J.
7
2002
Multiple tests of association with biological annotation metadata. Zbl 1168.62100
Dudoit, Sandrine; Keleş, Sündüz; van der Laan, Mark J.
7
2008
Analysis of longitudinal marginal structural models. Zbl 1154.62385
Bryan, Jenny; Yu, Zhuo; Van der Laan, Mark J.
6
2004
A new algorithm for hybrid hierarchical clustering with visualization and the bootstrap. Zbl 1021.62048
Van der Laan, Mark J.; Pollard, Katherine S.
6
2003
History-adjusted marginal structural models and statically-optimal dynamic treatment regimens. Zbl 1080.62097
Van der Laan, Mark J.; Petersen, Maya L.; Joffe, Marshall M.
6
2005
A semiparametric model selection criterion with applications to the marginal structural model. Zbl 1431.62107
Brookhart, M. Alan; Van der Laan, Mark J.
6
2006
Optimizing randomized trial designs to distinguish which subpopulations benefit from treatment. Zbl 1228.62148
Rosenblum, M.; Van der Laan, M. J.
6
2011
Efficiency of the NPMLE in the line-segment problem. Zbl 0906.62032
van der Laan, Mark J.
5
1996
Computationally efficient confidence intervals for cross-validated area under the ROC curve estimates. Zbl 1327.62298
Ledell, Erin; Petersen, Maya; Van der Laan, Mark
5
2015
Super learning: an application to the prediction of HIV-1 drug resistance. Zbl 1166.92315
Sinisi, Sandra E.; Polley, Eric C.; Petersen, Maya L.; Rhee, Soo-Yon; Van der Laan, Mark J.
5
2007
One-step targeted maximum likelihood estimation for time-to-event outcomes. Zbl 1468.62373
Cai, Weixin; van der Laan, Mark J.
5
2020
The relative performance of ensemble methods with deep convolutional neural networks for image classification. Zbl 1516.62366
Ju, Cheng; Bibaut, Aurélien; van der Laan, Mark
5
2018
Targeted sequential design for targeted learning inference of the optimal treatment rule and its mean reward. Zbl 1386.62010
Chambaz, Antoine; Zheng, Wenjing; Van der Laan, Mark J.
5
2017
An application of targeted maximum likelihood estimation to the meta-analysis of safety data. Zbl 1271.62225
Gruber, Susan; Van der Laan, Mark J.
5
2013
Handbook of big data. Zbl 1416.62002
5
2016
Estimation with interval censored data and covariates. Zbl 0921.62135
Van der Laan, Mark J.; Hubbard, Alan
4
1997
Singly and doubly censored current status data: Estimation, asymptotics and regression. Zbl 0929.62110
Van der Laan, Mark J.; Bickel, Peter J.; Jewell, Nicholas P.
4
1997
Asymptotically optimal model selection method with right censored outcomes. Zbl 1064.62047
Keleş, Sündüz; van der Laan, Mark; Dudoit, Sandrine
4
2004
Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025
Andrews, Chris; van der Laan, Mark; Robins, James
4
2005
Current status and right-censored data structures when observing a marker at the censoring time. Zbl 1039.62095
Van der Laan, Mark J.; Jewell, Nicholas P.
4
2003
Causal inference in longitudinal studies with history-restricted marginal structural models. Zbl 1320.62217
Neugebauer, Romain; Van der Laan, Mark J.; Joffe, Marshall M.; Tager, Ira B.
4
2007
Locally efficient estimation with bivariate right-censored data. Zbl 1120.62316
Quale, Christopher M.; Van der Laan, Mark J.; Robins, James R.
4
2006
Inference in targeted group-sequential covariate-adjusted randomized clinical trials. Zbl 1349.62545
Chambaz, Antoine; Van Der Laan, Mark J.
4
2014
Effect of breastfeeding on gastrointestinal infection in infants: a targeted maximum likelihood approach for clustered longitudinal data. Zbl 1454.62397
Schnitzer, Mireille E.; Van der Laan, Mark J.; Moodie, Erica E. M.; Platt, Robert W.
4
2014
Correcting an estimator of a multivariate monotone function with isotonic regression. Zbl 1448.62056
Westling, Ted; van der Laan, Mark J.; Carone, Marco
4
2020
An omnibus non-parametric test of equality in distribution for unknown functions. Zbl 1407.62152
Luedtke, Alex; Carone, Marco; Van der Laan, Mark J.
4
2019
Parametric-rate inference for one-sided differentiable parameters. Zbl 1400.62101
Luedtke, Alexander R.; Van der Laan, Mark J.
4
2018
Inference with bivariate truncated data. Zbl 1058.62561
Quale, Christopher M.; Van der Laan, Mark J.
3
2000
Efficiency of NPMLE in nonparametric missing data models. Zbl 1103.62334
Van der Laan, Mark J.; Gill, R. D.
3
1999
Cross-validated bagged prediction of survival. Zbl 1166.62326
Sinisi, Sandra E.; Neugebauer, Romain; Van der Laan, Mark J.
3
2006
Modeling the impact of hepatitis C viral clearance on end-stage liver disease in an HIV co-infected cohort with targeted maximum likelihood estimation. Zbl 1419.62435
Schnitzer, Mireille E.; Moodie, Erica E. M.; van der Laan, Mark J.; Platt, Robert W.; Klein, Marina B.
3
2014
Quantile-function based null distribution in resampling based multiple testing. Zbl 1166.62302
Van der Laan, Mark J.; Hubbard, Alan E.
3
2006
Nonparametric efficient causal mediation with intermediate confounders. Zbl 07459720
Díaz, I.; Hejazi, N. S.; Rudolph, K. E.; Van der Laan, M. J.
3
2021
The Kaplan-Meier integral in the presence of covariates: a review. Zbl 1383.62215
Gerds, Thomas A.; Beyersmann, Jan; Starkopf, Liis; Frank, Sandra; Van der Laan, Mark J.; Schumacher, Martin
3
2017
Estimation of treatment effects in randomized trials with non-compliance and a dichotomous outcome. Zbl 07555362
Van der Laan, Mark J.; Hubbard, Alan; Jewell, Nicholas P.
3
2007
Modified EM-estimator of the bivariate survival function. Zbl 0824.62037
Van der Laan, Mark J.
2
1994
Nonparametric survival estimation when death is reported with delay. Zbl 0966.62072
Hubbard, Alan E.; Van der Laan, Mark J.; Enanoria, Wayne; Colford, John M. jun.
2
2000
The two-interval line-segment problem. Zbl 0921.62038
van der Laan, Mark J.
2
1998
Discussion of: Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62013
Tuglus, Catherine; Van der Laan, Mark J.
2
2008
Causal inference when counterfactuals depend on the proportion of all subjects exposed. Zbl 1436.62607
Miles, Caleb H.; Petersen, Maya; van der Laan, Mark J.
2
2019
Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes. Zbl 07628828
Rytgaard, Helene C.; Gerds, Thomas A.; van der Laan, Mark J.
2
2022
Toward computerized efficient estimation in infinite-dimensional models. Zbl 1428.62128
Carone, Marco; Luedtke, Alexander R.; van der Laan, Mark J.
2
2019
Supervised detection of regulatory motifs in DNA sequences. Zbl 1038.92017
Keles, Sunduz; Van der Laan, Mark L.; Dudoit, Sandrine; Xing, Biao; Eisen, Michael B.
2
2003
The NPMLE for doubly censored current status data. Zbl 0980.62021
Van der Laan, Mark J.; Jewell, Nicholas P.
2
2001
Paired and unpaired comparison and clustering with gene expression data. Zbl 1005.62092
Bryan, Jenny; Pollard, Katherine S.; Van der Laan, Mark J.
2
2002
A deletion/substitution/addition algorithm for classification neural networks, with applications to biomedical data. Zbl 1138.62058
Durbin, Blythe; Dudoit, Sandrine; van der Laan, Mark J.
2
2008
Statistical learning of origin-specific statically optimal individualized treatment rules. Zbl 1165.62358
Van der Laan, Mark J.; Petersen, Maya L.
2
2007
A practical illustration of the importance of realistic individualized treatment rules in causal inference. Zbl 1320.62214
Bembom, Oliver; Van der Laan, Mark J.
2
2007
Causal effects in longitudinal studies: Definition and maximum likelihood estimation. Zbl 1157.62377
Neugebauer, Romain; Van der Laan, Mark J.
2
2006
Causal inference for social network data. Zbl 07820406
Ogburn, Elizabeth L.; Sofrygin, Oleg; Díaz, Iván; van der Laan, Mark J.
1
2024
Continuous-time targeted minimum loss-based estimation of intervention-specific mean outcomes. Zbl 07628828
Rytgaard, Helene C.; Gerds, Thomas A.; van der Laan, Mark J.
2
2022
Nonparametric efficient causal mediation with intermediate confounders. Zbl 07459720
Díaz, I.; Hejazi, N. S.; Rudolph, K. E.; Van der Laan, M. J.
3
2021
Exploiting nonsystematic covariate monitoring to broaden the scope of evidence about the causal effects of adaptive treatment strategies. Zbl 1520.62252
Kreif, Noémi; Sofrygin, Oleg; Schmittdiel, Julie A.; Adams, Alyce S.; Grant, Richard W.; Zhu, Zheng; van der Laan, Mark J.; Neugebauer, Romain
1
2021
Efficient nonparametric inference on the effects of stochastic interventions under two-phase sampling, with applications to vaccine efficacy trials. Zbl 1520.62224
Hejazi, Nima S.; van der Laan, Mark J.; Janes, Holly E.; Gilbert, Peter B.; Benkeser, David C.
1
2021
One-step targeted maximum likelihood estimation for time-to-event outcomes. Zbl 1468.62373
Cai, Weixin; van der Laan, Mark J.
5
2020
Correcting an estimator of a multivariate monotone function with isotonic regression. Zbl 1448.62056
Westling, Ted; van der Laan, Mark J.; Carone, Marco
4
2020
A nonparametric super-efficient estimator of the average treatment effect. Zbl 07292536
Benkeser, David; Cai, Weixin; van der Laan, Mark J.
2
2020
Robust inference on the average treatment effect using the outcome highly adaptive Lasso. Zbl 1451.62049
Ju, Cheng; Benkeser, David; van der Laan, Mark J.
1
2020
Data-adaptive longitudinal model selection in causal inference with collaborative targeted minimum loss-based estimation. Zbl 1451.62139
Schnitzer, Mireille E.; Sango, Joel; Guerra, Steve Ferreira; van der Laan, Mark J.
1
2020
An omnibus non-parametric test of equality in distribution for unknown functions. Zbl 1407.62152
Luedtke, Alex; Carone, Marco; Van der Laan, Mark J.
4
2019
Causal inference when counterfactuals depend on the proportion of all subjects exposed. Zbl 1436.62607
Miles, Caleb H.; Petersen, Maya; van der Laan, Mark J.
2
2019
Toward computerized efficient estimation in infinite-dimensional models. Zbl 1428.62128
Carone, Marco; Luedtke, Alexander R.; van der Laan, Mark J.
2
2019
Targeted learning in data science. Causal inference for complex longitudinal studies. Zbl 1408.62005
Van der Laan, Mark J.; Rose, Sherri
27
2018
The relative performance of ensemble methods with deep convolutional neural networks for image classification. Zbl 1516.62366
Ju, Cheng; Bibaut, Aurélien; van der Laan, Mark
5
2018
Parametric-rate inference for one-sided differentiable parameters. Zbl 1400.62101
Luedtke, Alexander R.; Van der Laan, Mark J.
4
2018
Robust and flexible estimation of stochastic mediation effects: a proposed method and example in a randomized trial setting. Zbl 1420.92068
Rudolph, Kara E.; Sofrygin, Oleg; Zheng, Wenjing; van der Laan, Mark J.
1
2018
Doubly robust nonparametric inference on the average treatment effect. Zbl 07072333
Benkeser, D.; Carone, M.; Van der Laan, M. J.; Gilbert, P. B.
18
2017
Robust estimation of encouragement design intervention effects transported across sites. Zbl 06840443
Rudolph, Kara E.; Van der Laan, Mark J.
9
2017
Targeted sequential design for targeted learning inference of the optimal treatment rule and its mean reward. Zbl 1386.62010
Chambaz, Antoine; Zheng, Wenjing; Van der Laan, Mark J.
5
2017
The Kaplan-Meier integral in the presence of covariates: a review. Zbl 1383.62215
Gerds, Thomas A.; Beyersmann, Jan; Starkopf, Liis; Frank, Sandra; Van der Laan, Mark J.; Schumacher, Martin
3
2017
Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy. Zbl 1338.62089
Luedtke, Alexander R.; van der Laan, Mark J.
36
2016
Handbook of big data. Zbl 1416.62002
5
2016
Estimating effects with rare outcomes and high dimensional covariates: knowledge is power. Zbl 1416.92151
Balzer, Laura; Ahern, Jennifer; Galea, Sandro; van der Laan, Mark
1
2016
Evaluating the impact of a HIV low-risk express care task-shifting program: a case study of the targeted learning roadmap. Zbl 1416.92170
Tran, Linh; Yiannoutsos, Constantin T.; Musick, Beverly S.; Wools-Kaloustian, Kara K.; Siika, Abraham; Kimaiyo, Sylvester; van der Laan, Mark J.; Petersen, Maya
1
2016
Computationally efficient confidence intervals for cross-validated area under the ROC curve estimates. Zbl 1327.62298
Ledell, Erin; Petersen, Maya; Van der Laan, Mark
5
2015
Discussion of “Deductive derivation and Turing-computerization of semiparametric efficient estimation” by Frangakis et al. Zbl 1419.62400
Luedtke, Alexander R.; Carone, Marco; Van der Laan, Mark J.
1
2015
Inference in targeted group-sequential covariate-adjusted randomized clinical trials. Zbl 1349.62545
Chambaz, Antoine; Van Der Laan, Mark J.
4
2014
Effect of breastfeeding on gastrointestinal infection in infants: a targeted maximum likelihood approach for clustered longitudinal data. Zbl 1454.62397
Schnitzer, Mireille E.; Van der Laan, Mark J.; Moodie, Erica E. M.; Platt, Robert W.
4
2014
Modeling the impact of hepatitis C viral clearance on end-stage liver disease in an HIV co-infected cohort with targeted maximum likelihood estimation. Zbl 1419.62435
Schnitzer, Mireille E.; Moodie, Erica E. M.; van der Laan, Mark J.; Platt, Robert W.; Klein, Marina B.
3
2014
Subsemble: an ensemble method for combining subset-specific algorithm fits. Zbl 1352.62020
Sapp, Stephanie; van der Laan, Mark J.; Canny, John
2
2014
Discussion of “Identification, estimation and approximation of risk under interventions that depend on the natural value of treatment using observational data”, by Jessica Young, Miguel Hernán, and James Robins. Zbl 1343.92255
van der Laan, Mark J.; Luedtke, Alexander R.; Díaz, Iván
1
2014
An application of targeted maximum likelihood estimation to the meta-analysis of safety data. Zbl 1271.62225
Gruber, Susan; Van der Laan, Mark J.
5
2013
Identification and efficient estimation of the natural direct effect among the untreated. Zbl 1274.62809
Lendle, Samuel D.; Subbaraman, Meenakshi S.; van der Laan, Mark J.
1
2013
Rejoinder to “A note on using regression models to analyze randomized trials: asymptotically valid hypothesis tests despite incorrectly specified models”. Zbl 1272.62082
Rosenblum, Michael; van der Laan, Mark J.
1
2013
Population intervention causal effects based on stochastic interventions. Zbl 1274.62846
Muñoz, Iván Díaz; Van der Laan, Mark
14
2012
Estimation of a non-parametric variable importance measure of a continuous exposure. Zbl 1295.62029
Chambaz, Antoine; Neuvial, Pierre; van der Laan, Mark J.
2
2012
Finding quantitative trait loci genes with collaborative targeted maximum likelihood learning. Zbl 1218.62121
Wang, Hui; Rose, Sherri; Van der Laan, Mark J.
9
2011
Optimizing randomized trial designs to distinguish which subpopulations benefit from treatment. Zbl 1228.62148
Rosenblum, M.; Van der Laan, M. J.
6
2011
A cross-validation deletion-substitution-addition model selection algorithm: application to marginal structural models. Zbl 1284.62034
Haight, Thaddeus J.; Wang, Yue; Van der Laan, Mark J.; Tager, Ira B.
2
2010
Using regression models to analyze randomized trials: asymptotically valid hypothesis tests despite incorrectly specified models. Zbl 1172.62058
Rosenblum, Michael; van der Laan, Mark J.
10
2009
Multiple testing procedures with applications to genomics. Zbl 1261.62014
Dudoit, Sandrine; van der Laan, Mark J.
80
2008
Multiple tests of association with biological annotation metadata. Zbl 1168.62100
Dudoit, Sandrine; Keleş, Sündüz; van der Laan, Mark J.
7
2008
Discussion of: Treelets – an adaptive multi-scale basis for sparse unordered data. Zbl 1400.62013
Tuglus, Catherine; Van der Laan, Mark J.
2
2008
A deletion/substitution/addition algorithm for classification neural networks, with applications to biomedical data. Zbl 1138.62058
Durbin, Blythe; Dudoit, Sandrine; van der Laan, Mark J.
2
2008
Population intervention models in causal inference. Zbl 1437.62498
Hubbard, Alan E.; Van der Laan, Mark J.
1
2008
Resampling-based empirical Bayes multiple testing procedures for controlling generalized tail probability and expected value error rates: focus on the false discovery rate and simulation study. Zbl 1442.62338
Dudoit, Sandrine; Gilbert, Houston N.; van der Laan, Mark J.
1
2008
Super learner. Zbl 1166.62387
Van der Laan, Mark J.; Polley, Eric C.; Hubbard, Alan E.
88
2007
Causal effect models for realistic individualized treatment and intention to treat rules. Zbl 1165.62357
Van der Laan, Mark J.; Petersen, Maya L.
19
2007
Nonparametric causal effects based on marginal structural models. Zbl 1102.62030
Neugebauer, Romain; Van der Laan, Mark
13
2007
A doubly robust censoring unbiased transformation. Zbl 1133.62325
Rubin, Daniel; Van der Laan, Mark J.
13
2007
Super learning: an application to the prediction of HIV-1 drug resistance. Zbl 1166.92315
Sinisi, Sandra E.; Polley, Eric C.; Petersen, Maya L.; Rhee, Soo-Yon; Van der Laan, Mark J.
5
2007
Causal inference in longitudinal studies with history-restricted marginal structural models. Zbl 1320.62217
Neugebauer, Romain; Van der Laan, Mark J.; Joffe, Marshall M.; Tager, Ira B.
4
2007
Estimation of treatment effects in randomized trials with non-compliance and a dichotomous outcome. Zbl 07555362
Van der Laan, Mark J.; Hubbard, Alan; Jewell, Nicholas P.
3
2007
Statistical learning of origin-specific statically optimal individualized treatment rules. Zbl 1165.62358
Van der Laan, Mark J.; Petersen, Maya L.
2
2007
A practical illustration of the importance of realistic individualized treatment rules in causal inference. Zbl 1320.62214
Bembom, Oliver; Van der Laan, Mark J.
2
2007
Cross-validated bagged learning. Zbl 1130.62038
Petersen, Maya L.; Molinaro, Annette M.; Sinisi, Sandra E.; Van der Laan, Mark J.
1
2007
Data-adaptive estimation of the treatment-specific mean. Zbl 1121.62103
Wang, Yue; Bembom, Oliver; Van der Laan, Mark J.
1
2007
A comparison of methods to control type I errors in microarray studies. Zbl 1166.62334
Chen, Jinsong; Van der Laan, Mark J.; Smith, Martyn T.; Hubbard, Alan E.
1
2007
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
46
2006
The cross-validated adaptive epsilon-net estimator. Zbl 1111.62003
van der Laan, Mark J.; Dudoit, Sandrine; van der Vaart, Aad W.
21
2006
Oracle inequalities for multi-fold cross validation. Zbl 1117.62042
van der Vaart, Aad W.; Dudoit, Sandrine; van der Laan, Mark J.
20
2006
A method to increase the power of multiple testing procedures through sample splitting. Zbl 1166.62318
Rubin, Daniel; Dudoit, Sandrine; Van der Laan, Mark
16
2006
Double robust estimation in longitudinal marginal structural models. Zbl 1077.62089
Yu, Zhuo; Van der Laan, Mark
8
2006
A semiparametric model selection criterion with applications to the marginal structural model. Zbl 1431.62107
Brookhart, M. Alan; Van der Laan, Mark J.
6
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
Cross-validated bagged prediction of survival. Zbl 1166.62326
Sinisi, Sandra E.; Neugebauer, Romain; Van der Laan, Mark J.
3
2006
Quantile-function based null distribution in resampling based multiple testing. Zbl 1166.62302
Van der Laan, Mark J.; Hubbard, Alan E.
3
2006
Causal effects in longitudinal studies: Definition and maximum likelihood estimation. Zbl 1157.62377
Neugebauer, Romain; Van der Laan, Mark J.
2
2006
Estimating function based cross-validation. Zbl 1119.62028
van der Laan, Mark J.; Rubin, Dan
1
2006
G-computation estimation for causal inference with complex longitudinal data. Zbl 1157.62378
Neugebauer, Romain; Van der Laan, Mark J.
1
2006
Asymptotics of cross-validated risk estimation in estimator selection and performance assessment. Zbl 1248.62004
Dudoit, Sandrine; Van der Laan, Mark J.
23
2005
Bivariate current status data with univariate monitoring times. Zbl 1160.62353
Jewell, Nicholas P.; van der Laan, Mark; Lei, Xiudong
12
2005
Why prefer double robust estimators in causal inference? Zbl 1058.62106
Neugebauer, Romain; Van der Laan, Mark
11
2005
Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Zbl 1108.62303
Van der Laan, Mark J.; Birkner, Merrill D.; Hubbard, Alan E.
7
2005
History-adjusted marginal structural models and statically-optimal dynamic treatment regimens. Zbl 1080.62097
Van der Laan, Mark J.; Petersen, Maya L.; Joffe, Marshall M.
6
2005
Locally efficient estimation of regression parameters using current status data. Zbl 1077.62025
Andrews, Chris; van der Laan, Mark; Robins, James
4
2005
Multiple testing and data adaptive regression: an application to {HIV}-1 sequence data. Zbl 1095.62123
Birkner, Merrill D.; Sinisi, Sandra E.; Van der Laan, Mark J.
1
2005
Augmentation procedures for control of the generalized family-wise error rate and tail probabilities for the proportion of false positives. Zbl 1166.62379
Van der Laan, Mark J.; Dudoit, Sandrine; Pollard, Katherine S.
46
2004
Multiple testing. I: Single-step procedures for control of general type I error rates. Zbl 1166.62338
Dudoit, Sandrine; Van der Laan, Mark J.; Pollard, Katherine S.
25
2004
Recurrent events analysis in the presence of time-dependent covariates and dependent censoring. Zbl 1062.62241
Miloslavsky, Maja; Keleş, Sündüz; van der Laan, Mark J.; Butler, Steve
21
2004
Tree-based multivariate regression and density estimation with right-censored data. Zbl 1048.62046
Molinaro, Annette M.; Dudoit, Sandrine; Van der Laan, Mark J.
21
2004
Asymptotic optimality of likelihood-based cross-validation. Zbl 1038.62040
Van der Laan, Mark J.; Dudoit, Sandrine; Keles, Sunduz
17
2004
Choice of a null distribution in resampling-based multiple testing. Zbl 1074.62009
Pollard, Katherine S.; Van der Laan, Mark J.
15
2004
Multiple testing. II: Step-down procedures for control of the family-wise error rate. Zbl 1166.62378
Van der Laan, Mark J.; Dudoit, Sandrine; Pollard, Katherine S.
10
2004
Deletion/substitution/addition algorithm in learning with applications in genomics. Zbl 1166.62368
Sinisi, Sandra E.; Van der Laan, Mark J.
10
2004
Case-control current status data. Zbl 1115.62105
Jewell, Nicholas P.; van der Laan, Mark
8
2004
Analysis of longitudinal marginal structural models. Zbl 1154.62385
Bryan, Jenny; Yu, Zhuo; Van der Laan, Mark J.
6
2004
Asymptotically optimal model selection method with right censored outcomes. Zbl 1064.62047
Keleş, Sündüz; van der Laan, Mark; Dudoit, Sandrine
4
2004
Unified methods for censored longitudinal data and causality. Zbl 1013.62034
van der Laan, Mark J.; Robins, James M.
182
2003
Nonparametric estimation from current status data with competing risks. Zbl 1034.62034
Jewell, Nicholas P.; Van der Laan, Mark; Henneman, Tanya
26
2003
A new partitioning around medoids algorithm. Zbl 1054.62075
Van der Laan, Mark J.; Pollard, Katherine S.; Bryan, Jennifer
14
2003
Smooth estimation of a monotone density. Zbl 1037.62028
van der Vaart, Aad W.; van der Laan, Mark J.
13
2003
Fitting of mixtures with unspecified number of components using cross validation distance estimate. Zbl 1256.62015
Miloslavsky, Maja; van der Laan, Mark J.
11
2003
A new algorithm for hybrid hierarchical clustering with visualization and the bootstrap. Zbl 1021.62048
Van der Laan, Mark J.; Pollard, Katherine S.
6
2003
Current status and right-censored data structures when observing a marker at the censoring time. Zbl 1039.62095
Van der Laan, Mark J.; Jewell, Nicholas P.
4
2003
Supervised detection of regulatory motifs in DNA sequences. Zbl 1038.92017
Keles, Sunduz; Van der Laan, Mark L.; Dudoit, Sandrine; Xing, Biao; Eisen, Michael B.
2
2003
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.
13
2002
Statistical inference for simultaneous clustering of gene expression data. Zbl 0997.62090
Pollard, Katherine S.; Van der Laan, Mark J.
7
2002
Paired and unpaired comparison and clustering with gene expression data. Zbl 1005.62092
Bryan, Jenny; Pollard, Katherine S.; Van der Laan, Mark J.
2
2002
...and 27 more Documents
all top 5

Cited by 1,859 Authors

65 Van der Laan, Mark Johannes
22 Shen, Pao-Sheng
18 Kosorok, Michael R.
18 Robins, James M.
18 Song, Rui
13 Sun, Jianguo
12 Carone, Marco
11 Johnson, Brent A.
11 Kennedy, Edward H.
11 Lu, Wenbin
11 Shi, Chengchun
10 Luedtke, Alex
10 Moodie, Erica E. M.
10 Vansteelandt, Stijn
9 Gilbert, Peter B.
9 Laber, Eric B.
9 Murphy, Susan A.
9 Roquain, Étienne
9 Tchetgen Tchetgen, Eric J.
9 Zeng, Donglin
8 Díaz, Iván M.
8 Gerds, Thomas Alexander
8 Lopez, Olivier
8 Rotnitzky, Andrea G.
8 Subramanian, Sundarraman
8 Young, Jessica G.
7 Dewanji, Anup
7 Dudoit, Sandrine
7 Habiger, Joshua D.
7 Hernán, Miguel A.
7 Jewell, Nicholas P.
7 Romano, Joseph P.
7 Wang, Lu
7 Zhang, Zhiwei
6 Cai, Tianxi
6 Cheng, Yu
6 de Uña-Álvarez, Jacobo
6 Fine, Jason Peter
6 Groeneboom, Piet
6 Ma, Shuangge
6 Martinussen, Torben
6 Prentice, Ross L.
6 Qian, Min
6 Small, Dylan S.
6 Tsiatis, Anastasios A.
6 Yu, Qiqing
5 Bandyopadhyay, Dipankar
5 Benkeser, David C.
5 Bickel, David R.
5 Bühlmann, Peter
5 Cai, Jianwen
5 Cohen, Arthur
5 Cook, Richard J.
5 Dai, Hongsheng
5 Datta, Somnath
5 Davidian, Marie
5 Ertefaie, Ashkan
5 Farcomeni, Alessio
5 Larocque, Denis
5 Lopuhaä, Hendrik P.
5 Luedtke, Alexander R.
5 Maathuis, Marloes H.
5 McKeague, Ian W.
5 Neugebauer, Romain
5 Peña, Edsel A.
5 Petersen, Maya L.
5 Platt, Robert W.
5 Pradhan, Biswabrata
5 Sackrowitz, Harold B.
5 Sarkar, Sanat Kumar
5 Schnitzer, Mireille E.
5 Sofrygin, Oleg
5 Strawderman, Robert L.
5 Sun, Liuquan
5 Van Keilegom, Ingrid
5 Wager, Stefan
5 Zhao, Yingqi
4 Arlot, Sylvain
4 Chen, Baojiang
4 Dominici, Francesca
4 Durot, Cécile
4 Fu, Haoda
4 Ghosh, Debashis
4 Goeman, Jelle J.
4 Hejazi, Nima S.
4 Hoshino, Takahiro
4 Hu, Tao
4 Hudgens, Michael G.
4 Lawless, Jerald F.
4 Liu, Yufeng
4 Luo, Shikai
4 Meira-Machado, Luis F.
4 Molenberghs, Geert
4 Neuvial, Pierre
4 Patilea, Valentin
4 Qi, Zhengling
4 Qiu, Hongxiang
4 Rose, Sherri
4 Rudolph, Kara E.
4 Scharfstein, Daniel O.
...and 1,759 more Authors
all top 5

Cited in 125 Serials

120 Biometrics
89 The Annals of Statistics
78 Journal of the American Statistical Association
51 Computational Statistics and Data Analysis
49 Journal of Statistical Planning and Inference
47 Lifetime Data Analysis
45 Electronic Journal of Statistics
43 The Annals of Applied Statistics
30 Scandinavian Journal of Statistics
29 Statistical Science
27 Statistics & Probability Letters
23 Biometrical Journal
20 Communications in Statistics. Theory and Methods
19 Journal of Nonparametric Statistics
19 Journal of Applied Statistics
18 Journal of Multivariate Analysis
17 The Canadian Journal of Statistics
11 Journal of Statistical Computation and Simulation
11 Bernoulli
11 Journal of Machine Learning Research (JMLR)
10 Annals of the Institute of Statistical Mathematics
10 Communications in Statistics. Simulation and Computation
10 Journal of the Royal Statistical Society. Series B. Statistical Methodology
10 Statistics and Computing
9 Journal of Econometrics
9 Test
9 Statistical Methodology
9 Epidemiologic Methods
8 International Statistical Review
8 Statistics
8 Computational Statistics
8 Statistical Papers
7 International Journal of Approximate Reasoning
7 Statistica Sinica
7 Biostatistics
6 Metrika
6 Journal of Statistical Theory and Practice
5 Psychometrika
5 Information Sciences
5 Machine Learning
5 Statistical Applications in Genetics and Molecular Biology
5 Statistical Methods in Medical Research
5 Stat
4 The American Statistician
4 Mathematical Biosciences
4 Statistica Neerlandica
4 Journal of the Korean Statistical Society
4 Statistics Surveys
4 Journal of Computational and Graphical Statistics
3 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
3 Journal of the Royal Statistical Society. Series C. Applied Statistics
3 Journal of Systems Science and Complexity
3 Statistical Methods and Applications
3 Computational & Mathematical Methods in Medicine
3 Bayesian Analysis
2 Artificial Intelligence
2 Physica A
2 Econometrica
2 Insurance Mathematics & Economics
2 Journal of Classification
2 Acta Mathematicae Applicatae Sinica. English Series
2 Pattern Recognition
2 Australian & New Zealand Journal of Statistics
2 Data Mining and Knowledge Discovery
2 Scandinavian Actuarial Journal
2 Statistical Modelling
2 North American Actuarial Journal
2 Mathematical Biosciences and Engineering
2 Advances in Data Analysis and Classification. ADAC
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2 AStA. Advances in Statistical Analysis
2 Science China. Mathematics
2 Journal of Probability and Statistics
2 Sankhyā. Series B
2 Statistical Theory and Related Fields
1 Computers & Mathematics with Applications
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1 Naval Research Logistics
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1 Information and Computation
1 Econometric Reviews
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1 Neural Networks
1 European Journal of Applied Mathematics
1 Annals of Operations Research
1 Proceedings of the National Academy of Sciences of the United States of America
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Celestial Mechanics and Dynamical Astronomy
1 Applied Mathematics. Series B (English Edition)
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