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Mark van der Laan
Mark van der Laan
Job title:
Director/Lead Principal Investigator​
Role:
Executive Committee
Publications
Targeted Learning Handbook: Causal Machine Learning and Inference in the tlverse R Software Ecosystem
Jeremy Coyle; Nima Hejazi; Ivana Malenica; Rachael Phillips; Alan Hubbard; Mark van der Laan
Book,
2022
Targeted Learning in Data Science: Causal Inference for Complex Longitudinal
Sherri Rose; Mark van der Laan
Book,
2018
Causal Models and Learning from Data: Integrating Causal Modeling and Statistical Estimation in the Practice of Epidemiology
Maya Petersen; Mark van der Laan
Journal Article,
2015
Targeted Learning: Causal Inference for Observational and Experimental Data
Sherri Rose; Mark van der Laan
Book,
2011
A Doubly Robust Censoring Unbiased Transformation
Dan Rubin; Mark van der Laan
Journal Article,
2007
Targeted Maximum Likelihood Learning
Mark van der Laan; Dan Rubin
Journal Article,
2006
All publications