#91 - The Uses and Abuses of Statistics (w/ Ben Recht)
What is statistics good for? Has it ever discovered anything? Where does the word "robot" come from? Ben Recht joins us to untangle these mysteries.
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Show Notes
Professor of electrical engineering and computer science Ben Recht joins us to defend Bayesianism, AI doom, and assure us that the statisticians have everything under control.
Just kidding. Recht might be even more suspicious of these things than we are. What has statistics ever done for us, really? When was the last time YOU ran a clinical trial after all, huh? HUH? After Ben Chugg defends his life decision to do a PhD in statistics, we talk AI, cults, philosophy, Paul Meehl, and discuss Ben Recht's forthcoming book, The Irrational Decision.
Check out Ben's blog, website, and his story about machine learning.
We discuss
- Ben Recht's theory of blogging
- Why is Berkeley the epicenter of AI doom?
- Where the word "robot" came from
- Is Bayesian reasoning responsible for AI doom?
- Paul Meehl and his contributions to science
- Ben Recht's bureaucratic theory of statistics
- What on earth is null hypothesis testing?
- What is the point of statistics?
- "Sweet spots" and "small worlds"
- Does science proceed by Popperian means?
- Can Popper get around the Duhem-Quine problem?
Errata
The z-score for the Pfizer trial was 20, not 12!
References
- Argmin, Ben Recht's blog
- David Freedman, UC Berkeley
- Paul Meehl's online course
- Theoretical Risks and Tabular Asterisks: Sir Karl, Sir Ronald, and the Slow Progress of Soft Psychology, Paul Meehl's 1978 paper.
- Clinical versus statistical prediction: A theoretical analysis and a review of the evidence, by Meehl
- On the near impossibility of estimating the returns to advertising
- A Bureaucratic Theory of Statistics by Recht
- The new riddle of induction by Goodman
- Announcing the Irrational Decision
- Patterns, Predictions, and Actions, textbook by Ben Recht and Moritz Hardt
Socials
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What's Berkeley's next cult? Send your guess over to [email protected]
Special Guest: Ben Recht.