Obviously the key lies in their definition of "ideal explanation."
That seems non-obvious to me. It's highly problematic, sure -- but not "key". "Key" is "adequate range of data". That cannot be an objective measure. It occurs to me that Bayes' theorem has no such problem; it simply takes additional input and revises its conclusions as they come -- it makes no presumption of its conclusions necessarily being representative of absolute truth.
I also, personally, take objection to:
(2) It is not highly unlikely that a world-creator exists.
I find it is highly unlikely that "a world-creator" exists. For two reasons. 1) Our universe necessarily possesses an infinite history (Big Bang + Special Relativity says this.) 2) Any ruleset which allows for spontaneous manifestation of an agentless system is by definition less unlikely than the rulesets which allow for the spontaneous manifestation of an agent that can itself manifest rulesets. (The latter being a subset of the former, and possessed of greater 'complexity' -- an ugly term but there just isn't a better one I am familiar with; in this case I use it to mean "more pieces that could go wrong if not assembled 'precisely so'.)
I can't say, as a person who is still neutral on this whole "Bayesian theory" thing (i.e.; I feel no special attachment to the idea and can't say I entirely agree with the notion that our universe in no ways truly behaves probabilistically) -- I can't say that this topic as related is at all convincing.
That seems non-obvious to me. It's highly problematic, sure -- but not "key". "Key" is "adequate range of data".
I can see where you're coming from. I may have mistaken "adequate range of data" for simply "range of data." Thus it read more like, "I have this set of data. Which hypothesis is most closely like the 'ideal explanation' of this data." Thus, the key piece of information will be in how you define "ideal explanation."
Re-reading, I think both are critical. How you define the ...
I'm about 2/3 through an apologetics book that was recommended to me, Menssen and Sullivan's, The Agnostic Inquirer, and was quite surprised to run into a discussion of Bayes theorem and wanted some input from the LW community. The book is quite philosophical and I admit that I am probably not following all of it. I find heady philosophy to be one of these areas where something doesn't seem quite right (as in the conclusion that someone pushes), but I can't always identify what.
In any case, the primary point of the book is to attempt to replace the traditional apologetics method with a new one. The status quo has been to appeal to "natural theology," non-theological areas of discussion which attempt to bring one to the conclusion that some kind of theistic being exists, and from there establish that Christianity is the true formulation of what, exactly, this theistic being is/wants/does, etc by examining revealed theistic truths (aka the Bible). Menssen and Sullivan attempt to suggest that revelation need not be put off so long.
I don't want to get too into it, but think this helps set the stage. Their argument is as follows:
Issues Menssen and Sullivan have with Bayes applicability to this arena:
Then they begin trying to choose the best method for evaluating revelatory content. This is where Bayes comes in. The pages are almost all available via Google books HERE in Section 4.2.1, beginning on page 173. They suggest the following limitations: