People keep saying the same things, and I can tell they’re saying the same things, yet I think I’m still failing to understand. Like many math things, understanding seems to come and go in my brain.
Let’s simplify to a single coin, flipped twice. It is a fair coin so
heads = 50%
tails = 50%
Before any flips we know that the probability for a pair of flips is:
heads and heads = 25%
heads and tails = 50%
tails and tails = 25%
We flip the coin once, and it lands on heads. The chance of landing on heads or tails on the next flip is 50/50, but the probabilities of the pair of flips (the last flip (heads), and the next flip (unknown)) is:
heads and heads = 50%
heads and tails = 50%
tails and tails = 0%
If I, behaving honestly, flip the coin twice without showing you, and record the results, then as far as you know, the probability of the pair of flips is still 25/50/25. I tell you one of the results was heads, so that updates the probabilities of the pair to be
heads and heads = 33% or is it 50%
heads and tails = 66% or is it 50%
tails and tails = 0%
This is where I get confused. The flips are independent, nobody denies that the chance of the coin landing on heads or tails for an additional flip is 50/50. It is also seems that the chance for the pair of flips is as written above 33/66. Going backwards from the chances of the pair being heads/heads or heads/tails is 33/66, it seems that the chance of the next flip being tails is 66%.
How does that all work? What am I misunderstanding?
I look at the results of both flips, so I have all of the information, and I tell you one of them was heads. If they were both tails, I would distract you, and re-flip until I get at least one head. That is the essence of the Monty Hall problem, right? I have information you do not, which changes the odds, because I rig telling you the results.
If I flip once, and it is heads, I tell you that, and then I flip again, and tell you the result, I do not have any information that you don’t have.