In: Statistics and Probability
On the leeward side of the island of Oahu, in the small village of Nanakuli, about 70% of the residents are of Hawaiian ancestry. Let n = 1, 2, 3, ... represent the number of people you must meet until you encounter the first person of Hawaiian ancestry in the village of Nanakuli. (a) Write out a formula for the probability distribution of the random variable n. (Use p and n in your answer.) P(n) = Incorrect: Your answer is incorrect. (b) Compute the probabilities that n = 1, n = 2, and n = 3. (Use 3 decimal places.) P(1) P(2) P(3) (c) Compute the probability that n ≥ 4. (Use 3 decimal places.) (d) In Waikiki, it is estimated that about 7% of the residents are of Hawaiian ancestry. Repeat parts (a), (b), and (c) for Waikiki. (Use 3 decimal places.) (a) P(n) = (b) P(1) P(2) P(3) (c)
(a)
Probability of Hawaiian ancestry in the village of Nanakuli, p = 0.7
Probability of non-Hawaiian ancestry in the village of Nanakuli = 1- p = 1 - 0.7 = 0.3
If the nth person is the first person of Hawaiian ancestry in the village of Nanakuli, then first (n-1) persons are of non-Hawaiian ancestry.
P(n) = (1-p)n-1p
P(n) =0.7 x 0.3n-1
(b)
P(1) = 0.7 * 0.31-1 = 0.7
P(2) = 0.7 * 0.32-1 = 0.21
P(3) = 0.7 * 0.33-1 = 0.063
(c)
P(n ≥ 4) = Probability that first 3 persons are non-Hawaiian ancestry = 0.33 = 0.027
(d)
Probability of Hawaiian ancestry in the village of Waikiki, p = 0.07
Probability of non-Hawaiian ancestry in the village of Waikiki = 1- p = 1 - 0.07 = 0.93
If the nth person is the first person of Hawaiian ancestry in the village of Waikiki, then first (n-1) persons are of non-Hawaiian ancestry.
P(n) = (1-p)n-1p
P(n) =0.07 x 0.93n-1
P(1) = 0.07 * 0.931-1 = 0.07
P(2) = 0.07 * 0.932-1 = 0.065
P(3) = 0.07 * 0.933-1 = 0.061
P(n ≥ 4) = Probability that first 3 persons are non-Hawaiian ancestry = 0.933 = 0.804