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Mark J. van der Laan - Publications

Affiliations: 
Statistics University of California, Berkeley, Berkeley, CA 
Area:
Biostatistics Biology, Epidemiology
Website:
https://statistics.berkeley.edu/people/mark-van-der-laan

154 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Benkeser D, Petersen M, van der Laan MJ. Improved small-sample estimation of nonlinear cross-validated prediction metrics. Journal of the American Statistical Association. 115: 1917-1932. PMID 33716360 DOI: 10.1080/01621459.2019.1668794  1
2020 Balzer LB, Ayieko J, Kwarisiima D, Chamie G, Charlebois ED, Schwab J, van der Laan MJ, Kamya MR, Havlir DV, Petersen ML. Far from MCAR: Obtaining population-level estimates of HIV viral suppression. Epidemiology (Cambridge, Mass.). PMID 32452912 DOI: 10.1097/EDE.0000000000001215  0.72
2020 Kreif N, Sofrygin O, Schmittdiel JA, Adams AS, Grant RW, Zhu Z, van der Laan MJ, Neugebauer R. Exploiting non-systematic covariate monitoring to broaden the scope of evidence about the causal effects of adaptive treatment strategies. Biometrics. PMID 32297311 DOI: 10.1111/biom.13271  1
2019 Balzer LB, Havlir DV, Kamya MR, Chamie G, Charlebois ED, Clark TD, Koss CA, Kwarisiima D, Ayieko J, Sang N, Kabami J, Atukunda M, Jain V, Camlin CS, Cohen CR, ... ... van der Laan M, et al. Machine learning to identify persons at high-risk of HIV acquisition in rural Kenya and Uganda. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America. PMID 31697383 DOI: 10.1093/cid/ciz1096  0.72
2019 Havlir DV, Balzer LB, Charlebois ED, Clark TD, Kwarisiima D, Ayieko J, Kabami J, Sang N, Liegler T, Chamie G, Camlin CS, Jain V, Kadede K, Atukunda M, Ruel T, ... ... van der Laan M, et al. HIV Testing and Treatment with the Use of a Community Health Approach in Rural Africa. The New England Journal of Medicine. 381: 219-229. PMID 31314966 DOI: 10.1056/NEJMoa1809866  1
2019 Sofrygin O, Zhu Z, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ, Neugebauer R. Targeted learning with daily EHR data. Statistics in Medicine. PMID 31025411 DOI: 10.1002/sim.8164  1
2019 Tran L, Yiannoutsos C, Wools-Kaloustian K, Siika A, van der Laan M, Petersen M. Double Robust Efficient Estimators of Longitudinal Treatment Effects: Comparative Performance in Simulations and a Case Study. The International Journal of Biostatistics. PMID 30811344 DOI: 10.1515/ijb-2017-0054  1
2019 Miles CH, Petersen M, van der Laan MJ. Causal Inference When Counterfactuals Depend on the Proportion of All Subjects Exposed. Biometrics. PMID 30714118 DOI: 10.1111/biom.13034  1
2018 Balzer LB, Zheng W, van der Laan MJ, Petersen ML. A new approach to hierarchical data analysis: Targeted maximum likelihood estimation for the causal effect of a cluster-level exposure. Statistical Methods in Medical Research. 962280218774936. PMID 29921160 DOI: 10.1177/0962280218774936  0.72
2018 Price BL, Gilbert PB, van der Laan MJ. Estimation of the optimal surrogate based on a randomized trial. Biometrics. PMID 29701875 DOI: 10.1111/biom.12879  0.01
2018 Pirracchio R, Yue JK, Manley GT, van der Laan MJ, Hubbard AE. Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries. Statistical Methods in Medical Research. 27: 286-297. PMID 27363429 DOI: 10.1177/0962280215627335  0.2
2017 Chambaz A, Zheng W, van der Laan MJ. TARGETED SEQUENTIAL DESIGN FOR TARGETED LEARNING INFERENCE OF THE OPTIMAL TREATMENT RULE AND ITS MEAN REWARD. Annals of Statistics. 45: 2537-2564. PMID 29398733 DOI: 10.1214/16-AOS1534  0.76
2017 Zheng W, van der Laan M. Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes. Journal of Causal Inference. 5. PMID 29387520 DOI: 10.1515/jci-2016-0006  0.72
2017 Rudolph KE, van der Laan MJ. Robust estimation of encouragement-design intervention effects transported across sites. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 79: 1509-1525. PMID 29375249 DOI: 10.1111/rssb.12213  0.01
2017 Neugebauer R, Schmittdiel JA, Adams AS, Grant RW, van der Laan MJ. Identification of the joint effect of a dynamic treatment intervention and a stochastic monitoring intervention under the no direct effect assumption. Journal of Causal Inference. 5. PMID 29238650  0.04
2017 Sofrygin O, van der Laan MJ, Neugebauer R. simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data. Journal of Statistical Software. 81. PMID 29104515 DOI: 10.18637/jss.v081.i02  0.01
2017 Sofrygin O, van der Laan MJ. Semi-Parametric Estimation and Inference for the Mean Outcome of the Single Time-Point Intervention in a Causally Connected Population. Journal of Causal Inference. 5. PMID 29057197  0.01
2017 Ju C, Gruber S, Lendle SD, Chambaz A, Franklin JM, Wyss R, Schneeweiss S, van der Laan MJ. Scalable collaborative targeted learning for high-dimensional data. Statistical Methods in Medical Research. 962280217729845. PMID 28936917 DOI: 10.1177/0962280217729845  0.24
2017 Díaz I, van der Laan MJ. Doubly robust inference for targeted minimum loss-based estimation in randomized trials with missing outcome data. Statistics in Medicine. 36: 3807-3819. PMID 28744883 DOI: 10.1002/sim.7389  0.01
2017 Gerlovina I, van der Laan MJ, Hubbard A. Big Data, Small Sample. The International Journal of Biostatistics. 13. PMID 28599385 DOI: 10.1515/ijb-2017-0012  0.24
2017 Petersen M, Balzer L, Kwarsiima D, Sang N, Chamie G, Ayieko J, Kabami J, Owaraganise A, Liegler T, Mwangwa F, Kadede K, Jain V, Plenty A, Brown L, Lavoy G, ... ... van der Laan M, et al. Association of Implementation of a Universal Testing and Treatment Intervention With HIV Diagnosis, Receipt of Antiretroviral Therapy, and Viral Suppression in East Africa. Jama. 317: 2196-2206. PMID 28586888 DOI: 10.1001/jama.2017.5705  1
2017 Arnold BF, van der Laan MJ, Hubbard AE, Steel C, Kubofcik J, Hamlin KL, Moss DM, Nutman TB, Priest JW, Lammie PJ. Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels. Plos Neglected Tropical Diseases. 11: e0005616. PMID 28542223 DOI: 10.1371/journal.pntd.0005616  0.04
2017 Luedtke AR, van der Laan MJ. Evaluating the impact of treating the optimal subgroup. Statistical Methods in Medical Research. 26: 1630-1640. PMID 28482779 DOI: 10.1177/0962280217708664  0.01
2017 Zheng W, Balzer L, van der Laan M, Petersen M. Constrained binary classification using ensemble learning: an application to cost-efficient targeted PrEP strategies. Statistics in Medicine. PMID 28384841 DOI: 10.1002/sim.7296  1
2016 Tran L, Yiannoutsos CT, Musick BS, Wools-Kaloustian KK, Siika A, Kimaiyo S, van der Laan MJ, Petersen M. Evaluating the Impact of a HIV Low-Risk Express Care Task-Shifting Program: A Case Study of the Targeted Learning Roadmap. Epidemiologic Methods. 5: 69-91. PMID 28736692 DOI: 10.1515/em-2016-0004  0.08
2016 Balzer LB, van der Laan MJ, Petersen ML. Adaptive pre-specification in randomized trials with and without pair-matching. Statistics in Medicine. 35: 4528-4545. PMID 27436797 DOI: 10.1002/sim.7023  0.48
2016 van der Laan M, Gruber S. One-Step Targeted Minimum Loss-based Estimation Based on Universal Least Favorable One-Dimensional Submodels. The International Journal of Biostatistics. 12: 351-78. PMID 27227728 DOI: 10.1515/ijb-2015-0054  1
2016 Zheng W, Petersen M, van der Laan MJ. Doubly Robust and Efficient Estimation of Marginal Structural Models for the Hazard Function. The International Journal of Biostatistics. 12: 233-52. PMID 27227723 DOI: 10.1515/ijb-2015-0036  0.48
2016 LeDell E, van der Laan MJ, Petersen M. AUC-Maximizing Ensembles through Metalearning. The International Journal of Biostatistics. 12: 203-18. PMID 27227721 DOI: 10.1515/ijb-2015-0035  0.28
2016 Neugebauer R, Schmittdiel JA, van der Laan MJ. A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators. The International Journal of Biostatistics. 12: 131-55. PMID 27227720 DOI: 10.1515/ijb-2015-0028  1
2016 Hubbard AE, Kherad-Pajouh S, van der Laan MJ. Statistical Inference for Data Adaptive Target Parameters. The International Journal of Biostatistics. 12: 3-19. PMID 27227715 DOI: 10.1515/ijb-2015-0013  0.92
2016 Chambaz A, Hubbard A, van der Laan MJ. Special Issue on Data-Adaptive Statistical Inference. The International Journal of Biostatistics. 12: 1. PMID 27227714 DOI: 10.1515/ijb-2016-0033  0.01
2016 Ahern J, Karasek D, Luedtke AR, Bruckner TA, van der Laan MJ. Racial/Ethnic Differences in the Role of Childhood Adversities for Mental Disorders Among a Nationally Representative Sample of Adolescents. Epidemiology (Cambridge, Mass.). 27: 697-704. PMID 27196805 DOI: 10.1097/EDE.0000000000000507  0.01
2016 Balzer LB, Petersen ML, van der Laan MJ. Targeted estimation and inference for the sample average treatment effect in trials with and without pair-matching. Statistics in Medicine. 35: 3717-32. PMID 27087478 DOI: 10.1002/sim.6965  0.48
2016 Goldstein BA, Polley EC, Briggs FB, van der Laan MJ, Hubbard A. Testing the Relative Performance of Data Adaptive Prediction Algorithms: A Generalized Test of Conditional Risk Differences. The International Journal of Biostatistics. 12: 117-29. PMID 26529567 DOI: 10.1515/ijb-2015-0014  0.36
2015 Lendle SD, Fireman B, van der Laan MJ. Balancing Score Adjusted Targeted Minimum Loss-based Estimation. Journal of Causal Inference. 3: 139-155. PMID 26561539 DOI: 10.1515/jci-2012-0012  0.16
2015 Luedtke AR, Carone M, van der Laan MJ. Discussion of "Deductive derivation and turing-computerization of semiparametric efficient estimation" by Frangakis et al. Biometrics. 71: 875-9. PMID 26243187 DOI: 10.1111/biom.12363  0.04
2015 van der Laan MJ, Luedtke AR. Targeted Learning of the Mean Outcome under an Optimal Dynamic Treatment Rule. Journal of Causal Inference. 3: 61-95. PMID 26236571 DOI: 10.1515/jci-2013-0022  0.01
2015 Weber AM, van der Laan MJ, Petersen ML. Assumption Trade-Offs When Choosing Identification Strategies for Pre-Post Treatment Effect Estimation: An Illustration of a Community-Based Intervention in Madagascar. Journal of Causal Inference. 3: 109-130. PMID 26097800 DOI: 10.1515/jci-2013-0019  0.24
2015 Brown DM, Petersen M, Costello S, Noth EM, Hammond K, Cullen M, van der Laan M, Eisen E. Occupational Exposure to PM2.5 and Incidence of Ischemic Heart Disease: Longitudinal Targeted Minimum Loss-based Estimation. Epidemiology (Cambridge, Mass.). PMID 26079662 DOI: 10.1097/EDE.0000000000000329  1
2015 Petersen ML, LeDell E, Schwab J, Sarovar V, Gross R, Reynolds N, Haberer JE, Goggin K, Golin C, Arnsten J, Rosen MI, Remien RH, Etoori D, Wilson IB, Simoni JM, ... van der Laan MJ, et al. Super Learner Analysis of Electronic Adherence Data Improves Viral Prediction and May Provide Strategies for Selective HIV RNA Monitoring. Journal of Acquired Immune Deficiency Syndromes (1999). 69: 109-18. PMID 25942462 DOI: 10.1097/QAI.0000000000000548  0.16
2015 Pirracchio R, Petersen ML, van der Laan M. Improving propensity score estimators' robustness to model misspecification using super learner. American Journal of Epidemiology. 181: 108-19. PMID 25515168 DOI: 10.1093/aje/kwu253  0.72
2015 Pirracchio R, Petersen ML, Carone M, Rigon MR, Chevret S, van der Laan MJ. Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study. The Lancet. Respiratory Medicine. 3: 42-52. PMID 25466337 DOI: 10.1016/S2213-2600(14)70239-5  0.2
2015 Balzer LB, Petersen ML, van der Laan MJ. Adaptive pair-matching in randomized trials with unbiased and efficient effect estimation. Statistics in Medicine. 34: 999-1011. PMID 25421503 DOI: 10.1002/sim.6380  0.6
2015 Gruber S, van der Laan MJ. Consistent causal effect estimation under dual misspecification and implications for confounder selection procedures. Statistical Methods in Medical Research. 24: 1003-8. PMID 22368176 DOI: 10.1177/0962280212437451  0.96
2014 van der Laan MJ, Luedtke AR, Díaz I. 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. Journal of Causal Inference. 3: 21-31. PMID 26636024 DOI: 10.1515/em-2014-0012  0.01
2014 Petersen M, Schwab J, Gruber S, Blaser N, Schomaker M, van der Laan M. Targeted Maximum Likelihood Estimation for Dynamic and Static Longitudinal Marginal Structural Working Models. Journal of Causal Inference. 2: 147-185. PMID 25909047 DOI: 10.1515/jci-2013-0007  1
2014 Schnitzer ME, van der Laan MJ, Moodie EE, Platt RW. EFFECT OF BREASTFEEDING ON GASTROINTESTINAL INFECTION IN INFANTS: A TARGETED MAXIMUM LIKELIHOOD APPROACH FOR CLUSTERED LONGITUDINAL DATA. The Annals of Applied Statistics. 8: 703-725. PMID 25505499  0.16
2014 Wang H, Zhang Z, Rose S, van der Laan M. A novel targeted learning method for quantitative trait loci mapping. Genetics. 198: 1369-76. PMID 25258376 DOI: 10.1534/genetics.114.168955  0.4
2014 Sapp S, van der Laan MJ, Canny J. Subsemble: an ensemble method for combining subset-specific algorithm fits. Journal of Applied Statistics. 41: 1247-1259. PMID 24778462 DOI: 10.1080/02664763.2013.864263  0.04
2014 Petersen ML, van der Laan MJ. Causal models and learning from data: integrating causal modeling and statistical estimation. Epidemiology (Cambridge, Mass.). 25: 418-26. PMID 24713881 DOI: 10.1097/EDE.0000000000000078  0.76
2014 Sapp S, van der Laan MJ, Page K. Targeted estimation of binary variable importance measures with interval-censored outcomes. The International Journal of Biostatistics. 10: 77-97. PMID 24637001 DOI: 10.1515/ijb-2013-0009  0.01
2014 Neugebauer R, Schmittdiel JA, van der Laan MJ. Targeted learning in real-world comparative effectiveness research with time-varying interventions. Statistics in Medicine. 33: 2480-520. PMID 24535915 DOI: 10.1002/sim.6099  1
2014 Rose S, van der Laan M. Rose and van der Laan respond to "Some advantages of the relative excess risk due to interaction". American Journal of Epidemiology. 179: 672-3. PMID 24488516 DOI: 10.1093/aje/kwt317  0.4
2014 Sapp S, van der Laan MJ, Canny J. Subsemble: An ensemble method for combining subset-specific algorithm fits Journal of Applied Statistics. 41: 1247-1259. DOI: 10.1080/02664763.2013.864263  1
2013 van der Laan MJ, Petersen M, Zheng W. Estimating the Effect of a Community-Based Intervention with Two Communities. Journal of Causal Inference. 1: 83-106. PMID 25485209 DOI: 10.1515/jci-2012-0011  0.52
2013 Haight TJ, van der Laan MJ, Manini T, Tager IB. Direct effects of leisure-time physical activity on walking speed. The Journal of Nutrition, Health & Aging. 17: 666-73. PMID 24097020 DOI: 10.1007/s12603-013-0024-9  0.01
2013 Legrand M, Pirracchio R, Rosa A, Petersen ML, Van der Laan M, Fabiani JN, Fernandez-gerlinger MP, Podglajen I, Safran D, Cholley B, Mainardi JL. Incidence, risk factors and prediction of post-operative acute kidney injury following cardiac surgery for active infective endocarditis: an observational study. Critical Care (London, England). 17: R220. PMID 24093498 DOI: 10.1186/cc13041  0.72
2013 Lendle SD, Fireman B, van der Laan MJ. Targeted maximum likelihood estimation in safety analysis. Journal of Clinical Epidemiology. 66: S91-8. PMID 23849159 DOI: 10.1016/j.jclinepi.2013.02.017  0.04
2013 Lendle SD, Subbaraman MS, van der Laan MJ. Identification and efficient estimation of the natural direct effect among the untreated. Biometrics. 69: 310-7. PMID 23607645 DOI: 10.1111/biom.12022  0.01
2013 Gruber S, van der Laan MJ. An application of targeted maximum likelihood estimation to the meta-analysis of safety data. Biometrics. 69: 254-62. PMID 23379761 DOI: 10.1111/j.1541-0420.2012.01829.x  1
2012 van der Laan MJ, Balzer LB, Petersen ML. ADAPTIVE MATCHING IN RANDOMIZED TRIALS AND OBSERVATIONAL STUDIES. Journal of Statistical Research. 46: 113-156. PMID 25097298  0.36
2012 Brooks J, van der Laan MJ, Go AS. Targeted maximum likelihood estimation for prediction calibration. The International Journal of Biostatistics. 8: 30. PMID 23152434 DOI: 10.1515/1557-4679.1385  0.01
2012 Stitelman OM, De Gruttola V, van der Laan MJ. A general implementation of TMLE for longitudinal data applied to causal inference in survival analysis. The International Journal of Biostatistics. 8. PMID 22992289 DOI: 10.1515/1557-4679.1334  0.6
2012 Gruber S, van der Laan MJ. Targeted minimum loss based estimation of a causal effect on an outcome with known conditional bounds. The International Journal of Biostatistics. 8: 21. PMID 22850077 DOI: 10.1515/1557-4679.1413  1
2012 Rubin DB, van der Laan MJ. Statistical issues and limitations in personalized medicine research with clinical trials. The International Journal of Biostatistics. 8: 18. PMID 22850073 DOI: 10.1515/1557-4679.1423  0.01
2012 Chaffee PH, van der Laan MJ. Targeted maximum likelihood estimation for dynamic treatment regimes in sequentially randomized controlled trials. The International Journal of Biostatistics. 8: Article 14. PMID 22740582 DOI: 10.1515/1557-4679.1406  1
2012 Gruber S, van der Laan MJ. Targeted minimum loss based estimator that outperforms a given estimator. The International Journal of Biostatistics. 8: Article 11. PMID 22628356 DOI: 10.1515/1557-4679.1332  1
2012 van der Laan MJ, Gruber S. Targeted minimum loss based estimation of causal effects of multiple time point interventions. The International Journal of Biostatistics. 8. PMID 22611591  0.92
2012 Zheng W, van der Laan MJ. Targeted maximum likelihood estimation of natural direct effects. The International Journal of Biostatistics. 8. PMID 22499725 DOI: 10.2202/1557-4679.1361  0.96
2012 Moore KL, Neugebauer R, van der Laan MJ, Tager IB. Causal inference in epidemiological studies with strong confounding. Statistics in Medicine. 31: 1380-404. PMID 22362629 DOI: 10.1002/sim.4469  0.36
2012 Wester CW, Stitelman OM, deGruttola V, Bussmann H, Marlink RG, van der Laan MJ. Effect modification by sex and baseline CD4+ cell count among adults receiving combination antiretroviral therapy in Botswana: results from a clinical trial. Aids Research and Human Retroviruses. 28: 981-8. PMID 22309114 DOI: 10.1089/AID.2011.0349  0.08
2012 Petersen ML, Porter KE, Gruber S, Wang Y, van der Laan MJ. Diagnosing and responding to violations in the positivity assumption. Statistical Methods in Medical Research. 21: 31-54. PMID 21030422 DOI: 10.1177/0962280210386207  0.76
2011 Díaz Muñoz I, van der Laan MJ. Super learner based conditional density estimation with application to marginal structural models. The International Journal of Biostatistics. 7: Article 38. PMID 22718677 DOI: 10.2202/1557-4679.1356  0.01
2011 Porter KE, Gruber S, van der Laan MJ, Sekhon JS. The relative performance of targeted maximum likelihood estimators. The International Journal of Biostatistics. 7. PMID 21931570 DOI: 10.2202/1557-4679.1308  0.44
2011 Wang H, van der Laan MJ. Dimension reduction with gene expression data using targeted variable importance measurement. Bmc Bioinformatics. 12: 312. PMID 21849016 DOI: 10.1186/1471-2105-12-312  0.32
2011 Wang H, Rose S, van der Laan MJ. Finding Quantitative Trait Loci Genes with Collaborative Targeted Maximum Likelihood Learning. Statistics & Probability Letters. 81: 792-796. PMID 21572586 DOI: 10.1016/j.spl.2010.11.001  0.56
2011 Stitelman OM, Wester CW, De Gruttola V, van der Laan MJ. Targeted maximum likelihood estimation of effect modification parameters in survival analysis. The International Journal of Biostatistics. 7: 19. PMID 21556287 DOI: 10.2202/1557-4679.1307  0.36
2011 Rose S, van der Laan MJ. A targeted maximum likelihood estimator for two-stage designs. The International Journal of Biostatistics. 7: 17. PMID 21556285 DOI: 10.2202/1557-4679.1217  0.96
2011 Tuglus C, van der Laan MJ. Repeated measures semiparametric regression using targeted maximum likelihood methodology with application to transcription factor activity discovery. Statistical Applications in Genetics and Molecular Biology. 10: Article 2. PMID 21291412 DOI: 10.2202/1544-6115.1553  0.01
2010 Haight TJ, Wang Y, van der Laan MJ, Tager IB. A cross-validation deletion-substitution-addition model selection algorithm: Application to marginal structural models. Computational Statistics & Data Analysis. 54: 3080-3094. PMID 25505354 DOI: 10.1016/j.csda.2010.02.002  0.12
2010 van der Laan MJ. Targeted maximum likelihood based causal inference: Part I. The International Journal of Biostatistics. 6: Article 2. PMID 21969992  0.01
2010 Stitelman OM, van der Laan MJ. Collaborative targeted maximum likelihood for time to event data. The International Journal of Biostatistics. 6: Article 21. PMID 21969976  1
2010 van der Laan MJ. Targeted maximum likelihood based causal inference: Part II. The International Journal of Biostatistics. 6: Article 3. PMID 21731531 DOI: 10.2202/1557-4679.1241  0.01
2010 Gruber S, van der Laan MJ. An application of collaborative targeted maximum likelihood estimation in causal inference and genomics. The International Journal of Biostatistics. 6: Article 18. PMID 21731530 DOI: 10.2202/1557-4679.1182  0.92
2010 Gruber S, van der Laan MJ. A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcome. The International Journal of Biostatistics. 6: Article 26. PMID 21731529 DOI: 10.2202/1557-4679.1260  1
2010 van der Laan MJ, Gruber S. Collaborative double robust targeted maximum likelihood estimation. The International Journal of Biostatistics. 6: Article 17. PMID 20628637 DOI: 10.2202/1557-4679.1181  0.96
2009 Moore KL, van der Laan MJ. Increasing power in randomized trials with right censored outcomes through covariate adjustment. Journal of Biopharmaceutical Statistics. 19: 1099-131. PMID 20183467 DOI: 10.1080/10543400903243017  0.01
2009 Fireman B, Lee J, Lewis N, Bembom O, van der Laan M, Baxter R. Influenza vaccination and mortality: differentiating vaccine effects from bias. American Journal of Epidemiology. 170: 650-6. PMID 19625341 DOI: 10.1093/aje/kwp173  0.32
2009 Bembom O, van der Laan M, Haight T, Tager I. Leisure-time physical activity and all-cause mortality in an elderly cohort. Epidemiology (Cambridge, Mass.). 20: 424-30. PMID 19333126 DOI: 10.1097/EDE.0b013e31819e3f28  0.32
2009 Tuglus C, van der Laan MJ. Modified FDR controlling procedure for multi-stage analyses. Statistical Applications in Genetics and Molecular Biology. 8: Article 12. PMID 19222379 DOI: 10.2202/1544-6115.1397  0.01
2009 Moore KL, van der Laan MJ. Covariate adjustment in randomized trials with binary outcomes: targeted maximum likelihood estimation. Statistics in Medicine. 28: 39-64. PMID 18985634 DOI: 10.1002/sim.3445  0.01
2009 Bembom O, Petersen ML, Rhee SY, Fessel WJ, Sinisi SE, Shafer RW, van der Laan MJ. Biomarker discovery using targeted maximum-likelihood estimation: application to the treatment of antiretroviral-resistant HIV infection. Statistics in Medicine. 28: 152-72. PMID 18825650 DOI: 10.1002/sim.3414  0.56
2008 Tuglus C, van der Laan MJ. DISCUSSION OF: TREELETS-AN ADAPTIVE MULTI-SCALE BASIS FOR SPARSE UNORDERED DATA. The Annals of Applied Statistics. 2: 489-493. PMID 25478036 DOI: 10.1214/07-AOAS137  0.01
2008 van der Laan MJ. Estimation based on case-control designs with known prevalence probability. The International Journal of Biostatistics. 4: Article 17. PMID 22462152  0.01
2008 Rubin DB, van der Laan MJ. Rejoinder to Tan. The International Journal of Biostatistics. 4: Article 12. PMID 22462124  0.08
2008 van der Laan MJ, Petersen ML. Direct effect models. The International Journal of Biostatistics. 4: Article 23. PMID 22462121  0.68
2008 Rose S, van der Laan MJ. Simple optimal weighting of cases and controls in case-control studies. The International Journal of Biostatistics. 4: Article 19. PMID 20231910 DOI: 10.2202/1557-4679.1115  0.96
2008 Rubin DB, van der Laan MJ. Empirical efficiency maximization: improved locally efficient covariate adjustment in randomized experiments and survival analysis. The International Journal of Biostatistics. 4: Article 5. PMID 19381345  0.01
2008 Petersen ML, Molinaro AM, Sinisi SE, van der Laan MJ. Cross-Validated Bagged Learning. Journal of Multivariate Analysis. 25: 260-266. PMID 19255599 DOI: 10.1016/j.jmva.2007.07.004  0.64
2008 Pollard KS, van der Laan MJ. Supervised distance matrices. Statistical Applications in Genetics and Molecular Biology. 7: Article 33. PMID 19049489 DOI: 10.2202/1544-6115.1404  0.8
2008 Dudoit S, Gilbert HN, van der Laan MJ. 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. Biometrical Journal. Biometrische Zeitschrift. 50: 716-44. PMID 18932138 DOI: 10.1002/bimj.200710473  0.64
2008 Petersen ML, van der Laan MJ, Napravnik S, Eron JJ, Moore RD, Deeks SG. Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification. Aids (London, England). 22: 2097-106. PMID 18832873 DOI: 10.1097/QAD.0b013e32830f97e2  0.16
2008 Bembom O, van der Laan MJ. Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules. Statistics in Medicine. 27: 3689-716. PMID 18407580 DOI: 10.1002/sim.3268  1
2007 Neugebauer R, van der Laan MJ, Joffe MM, Tager IB. Causal inference in longitudinal studies with history-restricted marginal structural models. Electronic Journal of Statistics. 1: 119-154. PMID 23087778 DOI: 10.1214/07-EJS050  0.04
2007 Rubin D, van der Laan MJ. A doubly robust censoring unbiased transformation. The International Journal of Biostatistics. 3: Article 4. PMID 22550646  0.04
2007 Petersen ML, van der Laan MJ. Petersen et al. Respond to "Effect Modification by Time-varying Covariates" American Journal of Epidemiology. 166: 1003-1004. PMID 21399753 DOI: 10.1093/aje/kwm230  0.72
2007 van der Laan MJ, Petersen ML. Causal effect models for realistic individualized treatment and intention to treat rules. The International Journal of Biostatistics. 3: Article 3. PMID 19122793  0.6
2007 van der Laan MJ, Petersen ML. Statistical learning of origin-specific statically optimal individualized treatment rules. The International Journal of Biostatistics. 3: Article 6. PMID 19122792  0.88
2007 Bembom O, van der Laan MJ. A practical illustration of the importance of realistic individualized treatment rules in causal inference. Electronic Journal of Statistics. 1: 574-596. PMID 19079799 DOI: 10.1214/07-EJS105  1
2007 Chen J, van der Laan MJ, Smith MT, Hubbard AE. A comparison of methods to control type I errors in microarray studies. Statistical Applications in Genetics and Molecular Biology. 6: Article28. PMID 18052911 DOI: 10.2202/1544-6115.1310  0.24
2007 Bembom O, van der Laan MJ. Statistical methods for analyzing sequentially randomized trials. Journal of the National Cancer Institute. 99: 1577-82. PMID 17971533 DOI: 10.1093/jnci/djm185  1
2007 van der Laan MJ, Polley EC, Hubbard AE. Super learner. Statistical Applications in Genetics and Molecular Biology. 6: Article25. PMID 17910531 DOI: 10.2202/1544-6115.1309  0.64
2007 Petersen ML, Deeks SG, Martin JN, van der Laan MJ. History-adjusted marginal structural models for estimating time-varying effect modification. American Journal of Epidemiology. 166: 985-93. PMID 17875580 DOI: 10.1093/aje/kwm232  0.32
2007 Petersen ML, Wang Y, van der Laan MJ, Guzman D, Riley E, Bangsberg DR. Pillbox organizers are associated with improved adherence to HIV antiretroviral therapy and viral suppression: a marginal structural model analysis. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America. 45: 908-15. PMID 17806060 DOI: 10.1086/521250  0.08
2007 Petersen ML, Wang Y, van der Laan MJ, Rhee SY, Shafer RW, Fessel WJ. Virologic efficacy of boosted double versus boosted single protease inhibitor therapy. Aids (London, England). 21: 1547-54. PMID 17630549 DOI: 10.1097/QAD.0b013e32825a69a8  0.24
2007 Enanoria WT, Hubbard AE, van der Laan MJ, Chen M, Ruiz J, Colford JM. Early prediction of median survival among a large AIDS surveillance cohort. Bmc Public Health. 7: 127. PMID 17597532 DOI: 10.1186/1471-2458-7-127  0.12
2007 Petersen ML, Deeks SG, van der Laan MJ. Individualized treatment rules: generating candidate clinical trials. Statistics in Medicine. 26: 4578-601. PMID 17450501 DOI: 10.1002/sim.2888  0.44
2007 Bembom O, Keles S, van der Laan MJ. Supervised detection of conserved motifs in DNA sequences with cosmo. Statistical Applications in Genetics and Molecular Biology. 6: Article8. PMID 17402923 DOI: 10.2202/1544-6115.1260  0.76
2007 Sinisi SE, Polley EC, Petersen ML, Rhee SY, van der Laan MJ. Super learning: an application to the prediction of HIV-1 drug resistance. Statistical Applications in Genetics and Molecular Biology. 6: Article7. PMID 17402922 DOI: 10.2202/1544-6115.1240  0.68
2006 Petersen ML, Wang Y, van der Laan MJ, Bangsberg DR. Assessing the effectiveness of antiretroviral adherence interventions. Using marginal structural models to replicate the findings of randomized controlled trials. Journal of Acquired Immune Deficiency Syndromes (1999). 43: S96-S103. PMID 17133209 DOI: 10.1097/01.qai.0000248344.95135.8d  0.36
2006 Rubin D, Dudoit S, van der Laan M. A method to increase the power of multiple testing procedures through sample splitting. Statistical Applications in Genetics and Molecular Biology. 5: Article19. PMID 17049030 DOI: 10.2202/1544-6115.1148  1
2006 van der Laan MJ, Hubbard AE. Quantile-function based null distribution in resampling based multiple testing. Statistical Applications in Genetics and Molecular Biology. 5: Article14. PMID 17049025 DOI: 10.2202/1544-6115.1199  0.68
2006 Keleş S, van der Laan MJ, Dudoit S, Cawley SE. Multiple testing methods for ChIP-Chip high density oligonucleotide array data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 13: 579-613. PMID 16706714 DOI: 10.1089/cmb.2006.13.579  0.72
2006 Sinisi SE, Neugebauer R, van der Laan MJ. Cross-validated bagged prediction of survival. Statistical Applications in Genetics and Molecular Biology. 5: Article12. PMID 16676466  0.48
2006 Birkner MD, Hubbard AE, van der Laan MJ, Skibola CF, Hegedus CM, Smith MT. Issues of processing and multiple testing of SELDI-TOF MS proteomic data. Statistical Applications in Genetics and Molecular Biology. 5: Article11. PMID 16646865 DOI: 10.2202/1544-6115.1198  0.36
2006 Petersen ML, Sinisi SE, van der Laan MJ. Estimation of direct causal effects. Epidemiology (Cambridge, Mass.). 17: 276-84. PMID 16617276 DOI: 10.1097/01.ede.0000208475.99429.2d  0.84
2006 Hothorn T, Bühlmann P, Dudoit S, Molinaro A, van der Laan MJ. Survival ensembles. Biostatistics (Oxford, England). 7: 355-73. PMID 16344280 DOI: 10.1093/biostatistics/kxj011  0.4
2006 Quale CM, Van Der Laan MJ, Robins JR. Locally efficient estimation with bivariate eighteens data Journal of the American Statistical Association. 101: 1076-1084. DOI: 10.1198/016214506000000212  0.56
2005 Birkner MD, Sinisi SE, van der Laan MJ. Multiple testing and data adaptive regression: an application to HIV-1 sequence data. Statistical Applications in Genetics and Molecular Biology. 4: Article8. PMID 16646861 DOI: 10.2202/1544-6115.1110  1
2005 van der Laan MJ, Birkner MD, Hubbard AE. Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Statistical Applications in Genetics and Molecular Biology. 4: Article29. PMID 16646847 DOI: 10.2202/1544-6115.1143  0.76
2005 Xing B, van der Laan MJ. A causal inference approach for constructing transcriptional regulatory networks. Bioinformatics (Oxford, England). 21: 4007-13. PMID 16131521 DOI: 10.1093/bioinformatics/bti648  1
2005 Haight T, Tager I, Sternfeld B, Satariano W, van der Laan M. Effects of body composition and leisure-time physical activity on transitions in physical functioning in the elderly. American Journal of Epidemiology. 162: 607-17. PMID 16120711 DOI: 10.1093/aje/kwi254  0.32
2005 Barrier A, Lemoine A, Boelle PY, Tse C, Brault D, Chiappini F, Breittschneider J, Lacaine F, Houry S, Huguier M, Van der Laan MJ, Speed T, Debuire B, Flahault A, Dudoit S. Colon cancer prognosis prediction by gene expression profiling. Oncogene. 24: 6155-64. PMID 16091735 DOI: 10.1038/sj.onc.1208984  0.16
2005 Mortimer KM, Neugebauer R, van der Laan M, Tager IB. An application of model-fitting procedures for marginal structural models. American Journal of Epidemiology. 162: 382-8. PMID 16014771 DOI: 10.1093/aje/kwi208  1
2005 Xing B, van der Laan MJ. A statistical method for constructing transcriptional regulatory networks using gene expression and sequence data. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 12: 229-46. PMID 15767778 DOI: 10.1089/cmb.2005.12.229  1
2004 van der Laan MJ, Dudoit S, Keles S. Asymptotic optimality of likelihood-based cross-validation. Statistical Applications in Genetics and Molecular Biology. 3: Article4. PMID 16646820 DOI: 10.2202/1544-6115.1036  0.8
2004 Sinisi SE, van der Laan MJ. Deletion/substitution/addition algorithm in learning with applications in genomics. Statistical Applications in Genetics and Molecular Biology. 3: Article18. PMID 16646796 DOI: 10.2202/1544-6115.1069  1
2004 van der Laan MJ, Dudoit S, Pollard KS. Augmentation procedures for control of the generalized family-wise error rate and tail probabilities for the proportion of false positives. Statistical Applications in Genetics and Molecular Biology. 3: Article15. PMID 16646793 DOI: 10.2202/1544-6115.1042  0.92
2004 van der Laan MJ, Dudoit S, Pollard KS. Multiple testing. Part II. Step-down procedures for control of the family-wise error rate. Statistical Applications in Genetics and Molecular Biology. 3: Article14. PMID 16646792 DOI: 10.2202/1544-6115.1041  0.88
2004 Dudoit S, van der Laan MJ, Pollard KS. Multiple testing. Part I. Single-step procedures for control of general type I error rates. Statistical Applications in Genetics and Molecular Biology. 3: Article13. PMID 16646791 DOI: 10.2202/1544-6115.1040  0.92
2004 Tager IB, Haight T, Sternfeld B, Yu Z, van Der Laan M. Effects of physical activity and body composition on functional limitation in the elderly: application of the marginal structural model. Epidemiology (Cambridge, Mass.). 15: 479-93. PMID 15232410 DOI: 10.1097/01.ede.0000128401.55545.c6  0.32
2004 Bryan J, Yu Z, Van Der Laan MJ. Analysis of longitudinal marginal structural models. Biostatistics (Oxford, England). 5: 361-80. PMID 15208200 DOI: 10.1093/biostatistics/5.3.361  0.52
2004 Keles S, van der Laan MJ, Vulpe C. Regulatory motif finding by logic regression. Bioinformatics (Oxford, England). 20: 2799-811. PMID 15166027 DOI: 10.1093/bioinformatics/bth333  0.44
2003 VAN DER Laan MJ, Jewell NP. CURRENT STATUS AND RIGHT-CENSORED DATA STRUCTURES WHEN OBSERVING A MARKER AT THE CENSORING TIME. Annals of Statistics. 31: 512-535. PMID 18633452 DOI: 10.1901/jaba.2003.31-512  0.04
2003 Keles S, van der Laan MJ, Dudoit S, Xing B, Eisen MB. Supervised detection of regulatory motifs in DNA sequences. Statistical Applications in Genetics and Molecular Biology. 2: Article5. PMID 16646783 DOI: 10.2202/1544-6115.1015  0.68
2003 Van der Laan MJ, Pollard KS, Bryan J. A new partitioning around medoids algorithm Journal of Statistical Computation and Simulation. 73: 575-584. DOI: 10.1080/0094965031000136012  1
2002 Brookhart MA, Hubbard AE, van der Laan MJ, Colford JM, Eisenberg JN. Statistical estimation of parameters in a disease transmission model: analysis of a Cryptosporidium outbreak. Statistics in Medicine. 21: 3627-38. PMID 12436460 DOI: 10.1002/sim.1258  0.4
2002 Pollard KS, van der Laan MJ. Statistical inference for simultaneous clustering of gene expression data. Mathematical Biosciences. 176: 99-121. PMID 11867086  0.76
2001 van der Laan MJ, Bryan J. Gene expression analysis with the parametric bootstrap. Biostatistics (Oxford, England). 2: 445-61. PMID 12933635 DOI: 10.1093/biostatistics/2.4.445  0.01
2000 Quale CM, van der Laan MJ. Inference with bivariate truncated data. Lifetime Data Analysis. 6: 391-408. PMID 11190607  1
2000 Hubbard AE, Van der Laan MJ, Enanoria W, Colford JM. Nonparametric survival estimation when death is reported with delay. Lifetime Data Analysis. 6: 237-50. PMID 10949861  0.08
1999 van der Laan MJ, Hubbard A. Locally efficient estimation of the quality-adjusted lifetime distribution with right-censored data and covariates. Biometrics. 55: 530-6. PMID 11318210  0.01
1997 Van Der Laan MJ, Hubbard A. Estimation with Interval Censored Data and Covariates Lifetime Data Analysis. 3: 77-91. PMID 9384627  0.04
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