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22min chapter
607: Inferring Causality
Super Data Science: ML & AI Podcast with Jon Krohn
Regression and Other Stories: Updates on Modeling and Causal Inference
The chapter delves into the newly published collaboration 'Regression and Other Stories,' highlighting the authors' effort to enhance and expand on regression and multi-level modeling concepts. It emphasizes the importance of multilevel models in capturing correlations among observations and discusses making causal inferences through genetic information and real-world applications like the Vietnam draft lottery. The chapter also touches on the significance of soft skills, communication, and ethics in data science education and recommends books for those interested in further exploring causal inference and alternate universes.
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