Seguir
Mark van der Laan
Mark van der Laan
Jiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California Berkeley
Dirección de correo verificada de berkeley.edu - Página principal
Título
Citado por
Citado por
Año
Super learner
MJ Van der Laan, EC Polley, AE Hubbard
Statistical applications in genetics and molecular biology 6 (1), 2007
23832007
Targeted learning: causal inference for observational and experimental data
M van der Laan, S Rose
Springer Verlag [BOOK], 2011
15652011
Unified methods for censored longitudinal data and causality
MJ van der Laan, JM Robins
Springer Verlag [BOOK], 2003
1287*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
12522010
Targeted maximum likelihood learning
MJ Van Der Laan, D Rubin
International journal of biostatistics 2 (1), Article 1, 2006
10462006
Survival ensembles
T Hothorn, P Bühlmann, S Dudoit, A Molinaro, MJ Van Der Laan
Biostatistics 7 (3), 355-373, 2006
9932006
Multiple testing procedures with applications to genomics
S Dudoit, MJ van der Laan
Springer Verlag [BOOK], 2008
943*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
6272012
Promoting transparency in social science research
E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ...
Science 343 (6166), 30-31, 2014
5562014
Spinal cord injury facts and figures at a glance
National Spinal Cord Injury Statistical Center
(No Title), 2021
5372021
Super learner in prediction
EC Polley, MJ Van der Laan
bepress, 2010
4892010
Estimation of direct causal effects
ML Petersen, SE Sinisi, MJ van der Laan
Epidemiology 17 (3), 276-284, 2006
4862006
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
4672001
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
4312018
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
4252015
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
3842007
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
3792003
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
378*2009
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
3342003
Targeted learning in data science
MJ Van der Laan, S Rose
Springer International Publishing, 2018
3122018
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20