Targeted Machine Learning for Data Science | AISC
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Published on ● Video Link: https://www.youtube.com/watch?v=jEvchR6blZ0
For slides and more information on the paper, visit https://ai.science/e/targeted-machine-learning-for-data-science--KklAhG3ITRV3xWEpzOrD
Speaker: Mark van der Laan; Host: Nour Fahmy
Motivation:
Develop statistical methods to estimate/learn 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 (e.g., case-control sampling) studies.