Each coin being selected is an equally likely outcome. Therefore, the Probability of selecting any one coin is (1/3)
Coin A Fair: P(H) = 1/2
Coin B Fair: P(H) = 1/2
Coin C Loaded: P(H) = 2/2 = 1
Based on my understanding of the game:
You randomly pick a coin.
If Heads turns up on the first flip, you flip the same coin again. Whether you get Heads or Tails on this second flip, the game ends.
If Tails turns up on the first flip, then you flip ANOTHER coin one time. Whether you get Heads or Tails on this second flip, the game ends.
Therefore, the only way we can have Two Heads appear in the game is if we pick our first coin, Flip Heads, and the Flip Heads again. Any other result will not have 2 Heads appear.
Expected Value of the "weighted" probability: Each coin is equally likely to show up as our first picked coin.
(1/3)rd of the Time you would pick Coin A:
P(Heads on A) * P(Heads on A) = (1/2) (1/2) = 1/4
+
(1/3)rd of the Time you would pick Coin B:
P(Heads on B) * P(Heads on B) = (1/2) (1/2) = 1/4
+
(1/3)rd of the Time you would pick Coin C, the unfair coin. Since every Flip will turn up Heads, the Probability of getting Heads on 2 Flips = 1
(1/3) (1/4) + (1/3) (1/4) + (1/3)(1) =
(1/12) + (1/12) + (4/12) = (6/12) =
1/2