Parametric-Rate Inference for One-Sided Differentiable Parameters
Luedtke, Alexander R., Laan, Mark J. van der
Published in Journal of the American Statistical Association (03.04.2018)
Published in Journal of the American Statistical Association (03.04.2018)
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Journal Article
Scalable collaborative targeted learning for high-dimensional data
Ju, Cheng, Gruber, Susan, Lendle, Samuel D, Chambaz, Antoine, Franklin, Jessica M, Wyss, Richard, Schneeweiss, Sebastian, van der Laan, Mark J
Published in Statistical methods in medical research (01.02.2019)
Published in Statistical methods in medical research (01.02.2019)
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Journal Article
Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation
Rose, Sherri, van der Laan, Mark J
Published in The International Journal of Biostatistics (06.01.2009)
Published in The International Journal of Biostatistics (06.01.2009)
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Journal Article
Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels
Arnold, Benjamin F, van der Laan, Mark J, Hubbard, Alan E, Steel, Cathy, Kubofcik, Joseph, Hamlin, Katy L, Moss, Delynn M, Nutman, Thomas B, Priest, Jeffrey W, Lammie, Patrick J
Published in PLoS neglected tropical diseases (19.05.2017)
Published in PLoS neglected tropical diseases (19.05.2017)
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Journal Article
Use of a machine learning framework to predict substance use disorder treatment success
Acion, Laura, Kelmansky, Diana, van der Laan, Mark, Sahker, Ethan, Jones, DeShauna, Arndt, Stephan
Published in PloS one (10.04.2017)
Published in PloS one (10.04.2017)
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Journal Article
Online cross‐validation‐based ensemble learning
Benkeser, David, Ju, Cheng, Lendle, Sam, van der Laan, Mark
Published in Statistics in medicine (30.01.2018)
Published in Statistics in medicine (30.01.2018)
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Journal Article
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study
Pirracchio, Romain, Petersen, Maya L, Carone, Marco, Rigon, Matthieu Resche, Chevret, Sylvie, van der Laan, Mark J
Published in The lancet respiratory medicine (01.01.2015)
Published in The lancet respiratory medicine (01.01.2015)
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Journal Article
Causal Inference for Social Network Data
Ogburn, Elizabeth L., Sofrygin, Oleg, Díaz, Iván, van der Laan, Mark J.
Published in Journal of the American Statistical Association (2024)
Published in Journal of the American Statistical Association (2024)
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Journal Article
Adaptive pre-specification in randomized trials with and without pair-matching
Balzer, Laura B., van der Laan, Mark J., Petersen, Maya L.
Published in Statistics in medicine (10.11.2016)
Published in Statistics in medicine (10.11.2016)
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Journal Article
Adaptive sequential surveillance with network and temporal dependence
Malenica, Ivana, Coyle, Jeremy R, van der Laan, Mark J, Petersen, Maya L
Published in Biometrics (29.01.2024)
Published in Biometrics (29.01.2024)
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Journal Article
Data-Adaptive Selection of the Propensity Score Truncation Level for Inverse-Probability–Weighted and Targeted Maximum Likelihood Estimators of Marginal Point Treatment Effects
Gruber, Susan, Phillips, Rachael V, Lee, Hana, van der Laan, Mark J
Published in American journal of epidemiology (22.08.2022)
Published in American journal of epidemiology (22.08.2022)
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Journal Article
Diagnosing and responding to violations in the positivity assumption
Petersen, Maya L, Porter, Kristin E, Gruber, Susan, Wang, Yue, van der Laan, Mark J
Published in Statistical methods in medical research (01.02.2012)
Published in Statistical methods in medical research (01.02.2012)
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Journal Article
Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data
Ju, Cheng, Wyss, Richard, Franklin, Jessica M, Schneeweiss, Sebastian, Häggström, Jenny, van der Laan, Mark J
Published in Statistical methods in medical research (01.04.2019)
Published in Statistical methods in medical research (01.04.2019)
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