In: Statistics and Probability
Accountant Ian Somnia's infamous napping at work has given rise to a challenge from colleague I. M. Tarde. At the company retreat, the two will take turns trying to stay awake during a sequence of 5-minute company training films. The probability that Somnia will fall asleep during a given film is 0.8, while the probability that Tarde does is 0.7. The first one to stay awake (as determined by a panel of alert judges) wins a $1000 bonus. If Somnia and Tarde alternate watching films, with Somnia going first, what are the chances that Tarde wins the bonus? (Hint: A typical sequence of films for which Tarde wins the bonus is NNNY, where N = “not awake” and Y = “awake.”)
Solution
Back-up Theory
Sum of an infinite Geometric Progression when common ratio r < 1 is: S = a/(1 – r)..................... (1)
Now to work out the solution,
Let
SY represent the event that Somnia is awake; SN represent the event that Somnia is not awake.
Similarly,
TY represents the event that Tarde is awake; TN represents the event that Tarde is not awake.
Then, with Somnia going first, the sequences of events that will lead to Tarde’s winning are:
SNTY, SNSNSNTY, SNSNSNSNSNTY, ..............................................................................
Thus, probability that Tarde wins
= P(SNTY) + P(SNSNSNTY) + P(SNSNSNSNSNTY) + .................................................to infinity
= (0.8 x 0.3) + (0.8 x 0.8 x 0.8 x 0.3) + (0.8 x 0.8 x 0.8 x 0.8 x 0.8 x 0.3) + ................to infinity
= (0.8 x 0.3) + (0.82 x 0.8 x 0.3) + (0.84 x 0.8 x 0.3) + ..................................................to infinity
The above is an infinite geometric series with first term, a = (0.8 x 0.3) and common ratio, r = 0.82.
So, vide (1),
the sum = 0.24/(1 – 0.64)
= 0.24/0.36
= 0.6667 Answer
DONE