|
Targeted Maximum Likelihood Based Causal Inference Part II |
M.J. van der Laan |
2010 |
Journal Article |
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Mass extinctions as statistical phenomena: an examination of the evidence using chi-square tests and bootstrapping |
Hubbard, Alan E.; Gilinsky, Norman L. |
1992 |
Journal Article |
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Optimal Individualized Treatments in Resource-Limited Settings |
A. Luedtke; M. van der Laan |
2018 |
Journal Article |
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Super learner analysis of real-time electronically monitored adherence to antiretroviral therapy under constrained optimization and comparison to non-differentiated care approaches for persons living with HIV in rural Uganda |
†Benitez AE, Musinguzi N, Bangsberg DR, Bwana MB, Muzoora C, Hunt PW, Martin JN, Haberer JE, Petersen ML |
2020 |
Journal Article |
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A roadmap for estimating and interpreting population intervention parameters |
Ahern J, Hubbard A. |
2009 |
Journal Article |
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A Causal Roadmap for Generating High-Quality Real-World Evidence |
Lauren E Dang , Susan Gruber , Hana Lee , Issa J Dahabreh , Elizabeth A Stuart , Brian D Williamson , Richard Wyss , Iván Dí |
2023 |
Journal Article |
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A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis |
Ori M. Stitelman; Victor De Gruttola; Mark J. van der Laan |
2012 |
Journal Article |
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Targeted estimation and inference for the sample average treatment effect in trials with and without pair matching |
†Balzer, L; Petersen, M; van der Laan, M; the SEARCH Collaboration |
2016 |
Journal Article |
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Longitudinal Mediation Analysis with Time-varying Mediators and Exposures, with Application to Survival Outcomes |
W. Zheng; M. van der Laan |
2017 |
Journal Article |
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Causal models and learning from data: integrating causal modeling and statistical estimation |
Petersen ML, van der Laan MJ |
2014 |
Journal Article |
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Big Data, Small Sample: Edgeworth Expansions Provide a Cautionary Tale |
Gerlovina, Inna; van der Laan, Mark J; Hubbard, Alan |
2017 |
Journal Article |
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An Application of the Causal Roadmap in Two Safety Monitoring Case Studies: Causal Inference and Outcome Prediction using Electronic Health Record Data |
Brian D Williamson,Richard Wyss, Elizabeth A Stuart, Lauren E Dang, Andrew N Mertens, Romain S Neugebauer, Andrew Wilson, Susan Gruber |
2023 |
Journal Article |
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Targeted Minimum Loss Based Estimation of Marginal Structural Working Models |
M. Petersen; J. Schwab; S. Gruber; N. Blaser; M. Schomaker; M.J. van der Laan |
2013 |
Journal Article |
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Adaptive pre-specification in randomized trials with and without pair-matching |
Balzer, LB; van der Laan, MJ; Petersen, ML; SEARCH Collaboration |
2016 |
Journal Article |
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Adaptive pre-specification in randomized trials with and without pair-matching: SEARCH Collaboration |
L.B. Balzer; M.L. Petersen; M.J. van der Laan |
2016 |
Journal Article |
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Double Robust Efficient Estimators of Longitudinal Treatment Effects: Comparative Performance in Simulations and a Case Study |
Tran L, Yiannoutsos C, Wools-Kaloustian K, Siika A, van der Laan M, Petersen M. |
2019 |
Journal Article |
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Statistical Inference for Data Adaptive Target Parameters |
Hubbard, A.; Kherad-Pajouh, S.; van der Laan, M. |
2016 |
Journal Article |
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SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R |
David McCoy, Ph.D.; Alejandro Schuler, Ph.D.; Alan Hubbard, Ph.D.; Mark van der Laan, Ph.D. |
2023 |
Journal Article |
