Rationality, Markets, and Morals released their special issue on the philosophy of science in Bayesian statistics.
- Statistical Scientist Meets a Philosopher of Science: A Conversation
- Statistical Science and Philosophy of Science: Where Do/Should They Meet in 2011 (and Beyond)?
- You May Believe You Are a Bayesian But You Are Probably Wrong
- Induction and Deduction in Bayesian Data Analysis
- The Renegade Subjectivist: Jose Bernardo’s Objective Bayesianism
- Foundational Issues in Statistical Modeling: Statistical Model Specification and Validation
- Empirical Economic Model Discovery and Theory Evaluation
- Low Assumptions, High Dimensions
I haven’t had the opportunity to read through the entire issue yet. Andrew Gelman already has some extensive commentary on his article and “Statistical Scientist Meets a Philosopher of Science: A Conversation”. Really, Andrew’s lengthy follow-up post boils-down to Peano-Russell’s axiom: all logical arguments must begin with an assumption. This is a short assessment on a blog post for an entire journal, so perhaps a little unfair to the nuanced arguments made by all authors.
The journal is also inviting comments on this issue.
This is like candy to me! I can’t wait to get knee deep in this reading! There has been a lot of Bayes-hate lately and I can’t wait to see which way this special issue leans.
Good lord Tom, could you give us anymore to read! I feel like a law student. Its really great to see axiomatization get attention though and I find that one in particular hard to argue. How does the statistical scientist deal with Godel’s problem in light of axiomatizing?