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by gbrown 3405 days ago
Well, maybe I'm an exception since I am a statistician, but Bayesian techniques allow me to do things which are simply impossible with frequentist tools. To be fair, I use both approaches just about every day.
1 comments

"I use both approaches just about every day" is the only sane answer here. Different tools for different jobs. What would think if you met carpenters who described themselves as "Hammerists" or "Sawsallitarians"?
Well, there are philosophical arguments for preferring one over another. On the other hand, I've got to get work done and both tools do the job.

I'd say I'm philosophically Bayesian, but frequentist techniques are often more convenient.

There are situations where one does care about long-run frequencies though, right?

Perhaps something like quality control, where we want a procedure that only rejects 5% of within-spec parts?

Sure, but there's nothing which would prevent you from addressing that from a Bayesian perspective. In fact, Bayesian particle filtering techniques would probably be a great tool for "on-line" quality assurance.
I'd think they just made it clear how to choose one or the other based on whether I wanted something built and/or destroyed, as opposed to whether I just wanted it cut apart. ;)