In: Statistics and Probability
Obesity is a growing public health concern worldwide. Adults with a high body mass index (BMI)
of 25 or greater are considered overweight or obese. The table shows the number of adults (in
millions) who are overweight or obese in countries with different income levels, based on data
from the World Health Organization and the United Nations.
Country income level | Millions with high BMI | MIllions with low BMI | Total |
High | 549 | 414 | 963 |
Upper middle | 612 | 1042 | 1654 |
lower middle | 288 | 1083 | 1371 |
low | 63 | 357 | 420 |
all | 1512 | 2896 | 4408 |
(a) What is the probability that a randomly selected adult has a high BMI?
(b) Given that a randomly selected adult is from a lower middle-income country, what is the
probability the adult has a low BMI?
(c) What is the probability a randomly selected adult either has high BMI or comes from a low-income
country?
(d) What is the probability that a randomly selected adult either has low BMI or comes from a
high-income country?
(e) Are the events having high BMI and having low BMI mutually exclusive?
(f) Are the events coming from a high-income country and having low BMI independent?
(a) probability that a randomly selected adult has a high BMI = 1512/4408=0.34 Answer
(b)
Given that a randomly selected adult is from a lower middle-income country, the
probability the adult has a low BMI = 1083/1371=0.78 answer
(c)Probability of the randomly selected adult either has high BMI or comes from a low-income
A = High BMI;p(A) = 1512/4408=0.34
B = Low Income;P(B) = 420/4408 =0.09
P ( A ∪ B ) = P ( A ) + P ( B ) − P ( A ∩ B ) =0.34+0.09-.014 =0.416 Answer
(d)
Probability of the randomly selected adult either has low BMI or comes from a high-income
P(Low BMI ∪ high Income) = P(Low BMI)+ P(High Income)- P(Low BMI ∩ high Income)
=0.65+0.21-0.09
=0.77 Answer
(e)
YES
Two events (or propositions) are defined as mutually exclusive or disjoint when they cannot both occur at the same time
Hence high BMI and having low BMI are mutually exclusive
(f) yes they are
Independent Events are not affected by previous events.
high-income country and having low BMI independent