AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
33min chapter
Causal Inference, Clinical Trials & Randomization || Stephen Senn || Causal Bandits Ep. 012 (2024)
Causal Bandits Podcast
The Impact of Covariates in Statistical Analyses
The chapter explores the trade-offs involved in incorporating covariates in studies, discussing their effects on statistical power, mean square error, and variance. It emphasizes the importance of carefully considering the number of covariates to include in linear models versus other model types like logistic regression. The conversation also discusses challenges like causal inference complexities, the penalty for imbalance in predictive models, and the need for better communication and collaboration across different sectors in statistical methodologies.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode