Mathematical Paradoxes: Twin Coin Flipping
I’ve recently come across some fascinating probability and statistical paradoxes that made me think that our possibly distorted perception of reality and our intuition can lead us to the wrong conclusions quite often.

I will not post any relevant links yet, but I will post some of the paradoxes, some are very common, others are very frustrating, and others very difficult to understand and explain (these are the worst ones!). So here we go, an easy one for warm up, coin flipping:

Flip two coins simultaneously. If one coin is heads, what is the probability that the other coin is also heads?

18 Responses

1. Adal says:
Posted March 2nd, 2007 @ 6:03 pm
50-50, it is always 50-50: heads or tails!

2. Adal says:
Posted March 2nd, 2007 @ 6:03 pm
I mean regardless of what the first coin is…

3. Jess says:
Posted March 2nd, 2007 @ 9:03 pm
Agree, coins do not have memory so it doesn't matter what the first one came out to be. It is still 50-50 that it is the same as the other

4. Anonymous says:
Posted June 13th, 2007 @ 8:06 am
… provided that the events are independent … the combination H(ead) and H(ead) is 1/4. Mathematically, P(H) * P(H) = 1/2 * 1/2 = 1/4 … It is not a paradox! Note that Independence does matter!

5. Stavros says:
Posted June 13th, 2007 @ 7:06 pm
…and of course is a paradox in the sense that it contradicts the common response of an average person who would say it is 50%!

6. Stavros says:
Posted June 13th, 2007 @ 7:06 pm
OK, the initial probability is indeed 1/4, but after you know that one (not any one specifically) is heads, you can safely eliminate the T - T case, so the probability is 1/3 actually!

7. dave says:
Posted September 18th, 2007 @ 8:09 am
Starvos is absolutely correct. 50% of the time a h-t combo comes up. the h can occur for either coin and you note the other is t. since a t-t combo is thrown out, the remaining possiblilities are: h-t; t-h; and h-h. the only combo that results in a 2nd h is h-h. 1/3 of the time.

8. TT says:
Posted September 24th, 2007 @ 3:09 pm
Nonsense. If you already know that one of the coins is showing "heads" you cannot assume that it is showing "tails" with probability 0,5. (The only probability for that is 0). Knowing that one of the coins shows "heads" doesn't give you any information at all about the other coin because of the independence. (As we are assuming that.) If you don't want to believe that the probability for the other coin showing "heads" as well is 0,5 I recommend you to make a simulation of the coin toss. I think that some of you may have confused this problem with the likes with the so called Monty Hall -problem, where the initial probabilities affect the final probability, but that is just because the events are not independent.

9. Mirk says:
Posted September 28th, 2007 @ 8:09 pm
Absolutely it is not a Paradox

10. Sezgin says:
Posted October 8th, 2007 @ 1:10 am
When the first coin is heads two possibilities remain in the sample space. H-T and H-H
Therefore this is not a paradox. H-H outcome has probability 0.5. You can also use bayes theorem to calculate this probability, with the added information that first coin is heads, the probability that second coin will be heads is 0.5. This is not a paradox but rather a mathematical mistake.

11. Stavros says:
Posted October 8th, 2007 @ 1:10 am
Nobody said the FIRST coin is heads! The problem says if ONE coin is heads, anyone and not the first or the second! There lies the difference.

If any is heads, there are three possibilities: H-H, H-T, T-H. So for both to be heads it is 1/3 or 33%

12. Laz says:
Posted February 6th, 2008 @ 6:33 pm
Suppose the 2 coins are A and B. What does “If one coin is heads” mean? Does it mean “If coin A is heads”, “If coin B is heads”, or “If at least A or B is heads”? It makes a difference.

13. Stavros says:
Posted February 6th, 2008 @ 6:37 pm
Hi Laz,

it means “if at least one of the coins is heads” *without* specifying which one! And it is exactly therein that lies the difference. If someone said “coin A” or “the first coin” is heads then the probability is 50%. Also, the coins are thrown simultaneously, which also makes a difference.

14. Anonymous says:
Posted February 6th, 2008 @ 11:32 pm
Stavros, I should have read your previous post more carefully before sending my own, because I think I only repeated your comment, which clearly I agree with.

It seems to me there are two possible ways of looking at the question:

- I know that there is a coin which is heads

…or

- I know that a particular coin is heads.

As you say, it makes a difference (I think - I’m not totally sure because I’ve just put a bottle of wine inside me).

15. Laz says:
Posted February 6th, 2008 @ 11:33 pm
Just to let you know who sent the previous post - I’m not totally anonymous.

16. David says:
Posted May 17th, 2008 @ 7:11 am
Stavros is exactly correct. If both coins are flipped at the same time, there are four ways they can land:

1. tail - tail
2. tail - head
3. head - tail
4. head - head

“If one coin is heads” eliminated possibility 1 since neither is heads. Therefore, if one coin is heads (landings 2, 3 or 4), the other can be tails (landings 2 or 3) or heads (landing 4).

Clearly then if ONE coin lands heads, the possibility of the other one also being heads is 1 out of 3.

17. Smith says:
Posted November 25th, 2008 @ 2:36 am
Assume that one coin is heads, what are the odds that it will come up heads again.

As it been stated we already know that one of the coins is (H)
So therefore the solution will start with 50% of a chance
Outcome: 1 coin (H) 3 possibilities

TH
HH
HT

If one coin we know is H –» HT = TH will produce 50% chance

I think 50% chance only will work correctly if we tell exact event of the coin in the beginning, else the probability of 1/3 is not working

Is like having different idea by assuming a traffic light labelled with following [TT, TH, HT, HH]. Assume we know one of the coins, same as knowing which light it’s have been lit; If we already know which coin, it’s almost knowing that two of the lights can’t have been lit.

Therefore this leads to: if the coin is (H) it will follow to one of the lights going off.. .

Regards Smith

18. Stavros says:
Posted November 25th, 2008 @ 2:57 am
Smith, thanks for taking a ride on the blog and commenting :-)

we must be careful to distinguish from the case where the “first (or second) coin is heads” with the case where “one of the coins” is heads. These cases produce different results.



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Stavros Isaiadis
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