Systematic review and meta-analysis of population-based mortality from ruptured abdominal aortic aneurysm
…, MJ van der Laan, MJ Koelemay… - Journal of British …, 2013 - academic.oup.com
… MJ van der Laan , MJ van der Laan … JJ Reimerink, MJ van der Laan, MJ Koelemay, R
Balm, DA Legemate, Systematic review and meta-analysis of population-based mortality from …
Balm, DA Legemate, Systematic review and meta-analysis of population-based mortality from …
Causal models and learning from data: integrating causal modeling and statistical estimation
ML Petersen, MJ van der Laan - Epidemiology, 2014 - journals.lww.com
… 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 …
Effect modification by sex and baseline CD4+ cell count among adults receiving combination …
Super learner
MJ Van der Laan, EC Polley… - Statistical applications in …, 2007 - degruyter.com
… is inspired by the theorem 3.1 in van der Laan et al. (2006). … SE Sinisi and MJ van der Laan.
Deletion/Substitution/Addition … SE Sinisi, EC Polley, SY Rhee, and MJ van der Laan. Super …
Deletion/Substitution/Addition … SE Sinisi, EC Polley, SY Rhee, and MJ van der Laan. Super …
[BOOK][B] Targeted learning: causal inference for observational and experimental data
MJ Van der Laan, S Rose - 2011 - Springer
The statistics profession is at a unique point in history. The need for valid statistical tools is
greater than ever; data sets are massive, often measuring hundreds of thousands of …
greater than ever; data sets are massive, often measuring hundreds of thousands of …
[BOOK][B] Multiple testing procedures with applications to genomics
S Dudoit, MJ Van Der Laan, MJ van der Laan - 2008 - Springer
… "This book summarizes the recent work of Sandrine Dudoit and Mark van der Laan on
multiple testing. It proposes a general framework for multiple testing procedures (MTPs) and …
multiple testing. It proposes a general framework for multiple testing procedures (MTPs) and …
Targeted maximum likelihood learning
MJ Van Der Laan, D Rubin - The international journal of biostatistics, 2006 - degruyter.com
… Specifically, by the identity for convex models and linear parameters in van der Laan (1998)
we have Ψ(p) − Ψ(p0) = −P0D(p) for any p, p0 ∈ M for which p0/p < ∞. Thus, if …
we have Ψ(p) − Ψ(p0) = −P0D(p) for any p, p0 ∈ M for which p0/p < ∞. Thus, if …
[HTML][HTML] Diagnostic imaging in vascular graft infection: a systematic review and meta-analysis
…, GCI Von Meijenfeldt, MJ Van der Laan… - European Journal of …, 2018 - Elsevier
… Van der Laan a , Andor WJM Glaudemans b , Riemer HJA Slart b c , Ben R. Saleem a , Clark
J… The authors wish to thank Karin Sijtsma and Guus van den Brekel for help with the search …
J… The authors wish to thank Karin Sijtsma and Guus van den Brekel for help with the search …
Survival ensembles
… Van Der Laan … Van Der Laan … This assumption implies the ‘coarsening at random’ (CAR)
assumption on the censoring mechanism (for details, we refer to van der Laan and Robins, 2003…
assumption on the censoring mechanism (for details, we refer to van der Laan and Robins, 2003…
Diagnosing and responding to violations in the positivity assumption
…, S Gruber, Y Wang, MJ Van Der Laan - … methods in medical …, 2012 - journals.sagepub.com
… Bembom O, van der Laan MJ.. Data-adaptive selection of the truncation level for inverse-probability-of-treatment-weighted
estimators. Technical Report 230,Division of Biostatstics 2008…
estimators. Technical Report 230,Division of Biostatstics 2008…
Marginal mean models for dynamic regimes
… MJ van der Laan is Professor, Division of Biostatistics, University of California, Berkeley,
CA, 94720 (E-mail: laan@stat.berkeley.edu). JM Robins is Professor, Department of …
CA, 94720 (E-mail: laan@stat.berkeley.edu). JM Robins is Professor, Department of …