Mark van der Laan
Mark van der Laan
Jiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California Berkeley
Verified email at - Homepage
Cited by
Cited by
Boosting: Foundations and algorithms
RE Schapire, Y Freund
Kybernetes, 2013
Super learner
MJ Van der Laan, EC Polley, AE Hubbard
bepress, 2007
Unified methods for censored longitudinal data and causality
MJ van der Laan, JM Robins
Springer Verlag [BOOK], 2003
Targeted learning: causal inference for observational and experimental data
M van der Laan, S Rose
Springer Verlag [BOOK], 2011
Multiple testing procedures with applications to genomics
S Dudoit, MJ van der Laan
Springer Verlag [BOOK], 2008
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 Satariano, ...
Epidemiology, 467-474, 2010
Survival ensembles
T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan
Biostatistics 7 (3), 355-373, 2006
Targeted maximum likelihood learning
MJ Van Der Laan, D Rubin
International journal of biostatistics 2 (1), Article 1, 2006
Estimation of direct causal effects
ML Petersen, SE Sinisi, MJ van der Laan
Epidemiology, 276-284, 2006
Promoting transparency in social science research
E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ...
Science 343 (6166), 30-31, 2014
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
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
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
Coarsening at random: Characterizations, conjectures, counter-examples
RD Gill, MJ Van Der Laan, JM Robins
Proceedings of the First Seattle Symposium in Biostatistics, 255-294, 1997
A new algorithm for hybrid hierarchical clustering with visualization and the bootstrap
MJ Van der Laan, KS Pollard
Journal of Statistical Planning and Inference 117 (2), 275-303, 2003
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
Multiple testing. Part I. Single-step procedures for control of general type I error rates
S Dudoit, MJ Van der Laan, KS Pollard
bepress, 2003
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
Influenza vaccination and mortality: differentiating vaccine effects from bias
B Fireman, J Lee, N Lewis, O Bembom, M Van Der Laan, R Baxter
American journal of epidemiology 170 (5), 650-656, 2009
Super learner in prediction
EC Polley, MJ Van der Laan
bepress, 2010
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