The problem is not his probabilities, guesswork though they are, but his calculation. If I were so convinced of the medieval provenance of the Shroud as to give that a probability of 99%, but thought that, even if it were medieval, the likelihood of it having limestone on it was only 50%, then immediately the probability of the Shroud being medieval drops to 49.5%, which is absurd.
Absolutely. Maybe it is an issue of Bayesian or something, and I certainly am not an expert in Bayesian statistics, but if that is the conclusion from Bayesian statistics, it's complete ********. On the other hand, I am confident that Bayesian statistics are not complete ********, so the answer is that it is being applied incorrectly.
The biggest issue has to be the question of how big of a sample we are talking about. For example, if there are only two measurements, one says it is 90% that the answer is A and 10% chance it is B, and the other measurement says there is a 50% chance that is A and 50% chance it is B, then that is one thing. The probability that the answer is B is not going to be 50%, but is is going to be a higher than 10%.
But if I have 10 measurements and the conclusion of those 10 measurements is that there is a 90% chance that the answer is A and a 10% chance the answer is B, making a measurement that says it is 50/50 does not change that much at all. What is more likely? That the 10 measurements all fall in the minor probability? Or that the outcome that can be 50/50 is consistent with the other 10 measurements?
It's clearly the latter. If I have 10 looks that all say something is green, and along comes and says "it can be either red or green", that doesn't mean it is 50/50. It means that it's green. Now, admittedly, that is assuming the observations are all of comparable quality. However, if you have one measurement in there that is far more accurate than all the others, then that could trump it. If there is something that looks green but when you do an absorption measurement and find that the thing has an absorption peak in the 450 - 550 nm range, you can say, "objectively, this red, because it absorbs green." Hey, it might just be an optical illusion, and in that case, those 10 looks where it looked green were indeed wrong.
But notice in this example, the outlying observation is not 50/50, it's 100% clear that it is red.
Now, back to the shroud. The BEST measurement we have is the 14C date. And it is much, much more than 90%. Heck, take out the 14C dating and it's still far and away in favor of the middle ages. Now, you throw something like "there's limestone on it, which can be 50/50" it doesn't change the conclusion at all. It's perfectly consistent the middle ages date. It doesn't make it just as likely to be authentic in the least.