In: Statistics and Probability
Problem 1. A total of 2,224 people sailed on the maiden voyage of the RMS Titanic, the second of the White Star Line’s Olympic-class ocean liners, from Southampton, England, to New York City. Partway through the voyage, the ship struck an iceberg and sank in the early morning of 15 April, 1912. Here are the mortality data of Titanic.
Adult Men | Adult women | Boys | Girls | |
Survived | 338 | 316 | 29 | 27 |
Died | 1352 | 109 | 35 | 18 |
a. If an individual who was aboard the Titanic is randomly selected, what is the probability the individual is an adult man?
b. If an individual who was aboard the Titanic is randomly
selected, what is the probability that the individual is an adult
man, given that the selected person died?
c.What is the probability of getting a boy or a girl, given that the randomly selected person is someone who survived?
d. What is the probability of getting an adult man or an adult woman, given that the randomly selected person is someone who died?
Adult Men | Adult Women | Boys | Girls | Total | |
Survived | 338 | 316 | 29 | 27 | 710 |
Died | 1352 | 109 | 35 | 18 | 1514 |
Total | 1690 | 42 | 64 | 45 | 2224 |
Question (a)
Probability that the individual is an adult man = 1690 / 2224
= 0.759892
Question (b)
Probability that the individual is an adult man, given that the selected person died
Let the event Adult Man be A
Let the event Died be D
SO we need to find P(A | D)
P(A | D) = P(AD) / P(D)
P(AD) = 1352 / 2224
P(D) = 1514 / 2224
So P(A | D) = (1352 / 2224) / (1514 / 2224)
= 1352 / 1514
= 0.892999
Probability that the individual is an adult man, given that the selected person died = 0.892999
Question (c)
probability of getting a boy or a girl, given that the randomly selected person is someone who survived
We want P( BG | S) = P( (BG) S) / P(S)
S is the event that the individual is survived
P(S) = 710 / 2224
P( (BG) S) = Probability that a boy or girl has survived = 29/ 2224 + 27/ 2224 = 46 /2224
So P( BG | S) = (46 / 2224) / (710/2224)
= 46 / 710
= 0.064789
probability of getting a boy or a girl, given that the randomly selected person is someone who survived = 0.064789
Question (d)
probability of getting an adult man or an adult woman, given that the randomly selected person is someone who died
We want P(M W | D)
M being Adult Man, W being Adult Woman, D being Died
P(M W | D) = P ( (M W) D) / P(D)
P ( (M W) D) is the probability that the individual is either Adult Man or Adult Woman and has died
= (1352 / 2224) +(109 / 2224)
= 1461 / 2224
P(D) = 1514 / 2224
So P(M W | D) = (1461 / 2224) / (1514 / 2224)
= 1461 / 1514
= 0.964993
probability of getting an adult man or an adult woman, given that the randomly selected person is someone who died = 0.964993