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Mark van der Laan
Mark van der Laan
Jiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California Berkeley
Bestätigte E-Mail-Adresse bei berkeley.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Super learner
MJ Van der Laan, EC Polley, AE Hubbard
Statistical applications in genetics and molecular biology 6 (1), 2007
21022007
Targeted learning: causal inference for observational and experimental data
M van der Laan, S Rose
Springer Verlag [BOOK], 2011
13992011
Unified methods for censored longitudinal data and causality
MJ van der Laan, JM Robins
Springer Verlag [BOOK], 2003
1218*2003
To GEE or not to GEE: comparing population average and mixed models for estimating the associations between neighborhood risk factors and health
AE Hubbard, J Ahern, NL Fleischer, M Van der Laan, SA Lippman, ...
Epidemiology 21 (4), 467-474, 2010
11732010
Targeted maximum likelihood learning
MJ Van Der Laan, D Rubin
International journal of biostatistics 2 (1), Article 1, 2006
9542006
Survival ensembles
T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan
Biostatistics 7 (3), 355-373, 2006
9282006
Multiple testing procedures with applications to genomics
S Dudoit, MJ van der Laan
Springer Verlag [BOOK], 2008
911*2008
Diagnosing and responding to violations in the positivity assumption
ML Petersen, KE Porter, S Gruber, Y Wang, MJ Van Der Laan
Statistical methods in medical research 21 (1), 31-54, 2012
5572012
Promoting transparency in social science research
E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ...
Science 343 (6166), 30-31, 2014
5222014
Estimation of direct causal effects
ML Petersen, SE Sinisi, MJ van der Laan
Epidemiology 17 (3), 276-284, 2006
4792006
Spinal cord injury facts and figures at a glance
National Spinal Cord Injury Statistical Center
(No Title), 2021
4722021
Marginal mean models for dynamic regimes
SA Murphy, MJ van der Laan, JM Robins, ...
Journal of the American Statistical Association 96 (456), 1410-1423, 2001
4432001
Super learner in prediction
EC Polley, MJ Van der Laan
bepress, 2010
4342010
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study
R Pirracchio, ML Petersen, M Carone, MR Rigon, S Chevret, ...
The Lancet Respiratory Medicine 3 (1), 42-52, 2015
3982015
The relative performance of ensemble methods with deep convolutional neural networks for image classification
C Ju, A Bibaut, M van der Laan
Journal of applied statistics 45 (15), 2800-2818, 2018
3812018
Diaphragm and lubricant gel for prevention of HIV acquisition in southern African women: a randomised controlled trial
NS Padian, A van der Straten, G Ramjee, T Chipato, G de Bruyn, ...
The Lancet 370 (9583), 251-261, 2007
3732007
Why match? Investigating matched case-control study designs with causal effect estimation
S Rose, MJ Van Der Laan
The international journal of biostatistics 5 (1), 2009
353*2009
A new partitioning around medoids algorithm
M Van der Laan, K Pollard, J Bryan
Journal of Statistical Computation and Simulation 73 (8), 575-584, 2003
3422003
Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive epsilon-net estimator: Finite sample oracle inequalities and examples
MJ Van Der Laan, S Dudoit
bepress, 2003
3162003
Coarsening at random: Characterizations, conjectures, counter-examples
RD Gill, MJ Van Der Laan, JM Robins
Proceedings of the First Seattle Symposium in Biostatistics: Survival …, 1997
3031997
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