Casual Inference

Targeted Learning with Mar van der Laan | Season 5 Episode 2


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Mark van der Laan is a professor of statistics at the University of California, Berkeley. His research focuses on developing statistical methods to estimate causal and non-causal parameters of interest, based on potentially complex and high dimensional data from randomized clinical trials or observational longitudinal studies, or from cross-sectional studies. 

  • Center for Targeted Learning, Berkeley: https://ctml.berkeley.edu/

  • A causal roadmap: https://pubmed.ncbi.nlm.nih.gov/37900353/ 

  • Short course on causal learning: https://ctml.berkeley.edu/introduction-causal-inference 

  • Handbook on the TLverse (Targeted Learning in R): https://ctml.berkeley.edu/publications/targeted-learning-handbook-causal-machine-learning-and-inference-tlverse-r-software 

  • Mark on twitter: @mark_vdlaan

Follow along on Twitter:

  • The American Journal of Epidemiology: @AmJEpi

  • Ellie: @EpiEllie

  • Lucy: @LucyStats

🎶 Our intro/outro music is courtesy of Joseph McDade
Edited by Cameron Bopp

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Casual InferenceBy Lucy D'Agostino McGowan and Ellie Murray

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