Casual Inference

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


Listen Later

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 McDadeEdited by Cameron Bopp

...more
View all episodesView all episodes
Download on the App Store

Casual InferenceBy Lucy D'Agostino McGowan and Ellie Murray

  • 4.6
  • 4.6
  • 4.6
  • 4.6
  • 4.6

4.6

110 ratings


More shows like Casual Inference

View all
Freakonomics Radio by Freakonomics Radio + Stitcher

Freakonomics Radio

32,039 Listeners

Planet Money by NPR

Planet Money

30,699 Listeners

EconTalk by Russ Roberts

EconTalk

4,266 Listeners

Data Skeptic by Kyle Polich

Data Skeptic

479 Listeners

The Quanta Podcast by Quanta Magazine

The Quanta Podcast

530 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

301 Listeners

DataFramed by DataCamp

DataFramed

269 Listeners

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas by Sean Carroll | Wondery

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

4,175 Listeners

Practical AI by Practical AI LLC

Practical AI

209 Listeners

Daniel and Kelly’s Extraordinary Universe by iHeartPodcasts

Daniel and Kelly’s Extraordinary Universe

2,344 Listeners

The Numberphile Podcast by Brady Haran

The Numberphile Podcast

449 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

93 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

505 Listeners

Hard Fork by The New York Times

Hard Fork

5,530 Listeners

The Joy of Why by Steven Strogatz, Janna Levin and Quanta Magazine

The Joy of Why

489 Listeners