In: Statistics and Probability
High blood pressure: A national survey reported that
34%
of adults in a certain country have hypertension (high blood pressure). A sample of
24
adults is studied. Round the answer to at least four decimal places.
Part 1 of 4
(a) What is the probability that exactly
5
of them have hypertension?
The probability that exactly
5 of them have hypertension is . |
Part 2 of 4
(b) What is the probability that more than
7
have hypertension?
The probability that more than
7 have hypertension is . |
Part 3 of 4
(c) What is the probability that fewer than
3
have hypertension?
The probability that fewer than
3 have hypertension is . |
Part 4 of 4
(d) Would it be unusual if more than
9
of them have hypertension?
It ▼(Choose one) be unusual if more
than
9 of them have hypertension since the probability is . |
This is a binomial experiment where the person can either have hypertension or they wouldn't.
(n = 24 ,p = 0.34 = 34% )
P( X =x) =
= 24Cx * 0.34x * 0.66(24-x)
Then we simply subsitutie 'x' every time we need to find the probability for a given 'x'.
X | P(X) |
0 | 0.0000 |
1 | 0.0006 |
2 | 0.0034 |
3 | 0.0129 |
4 | 0.0349 |
5 | 0.0720 |
6 | 0.1174 |
7 | 0.1555 |
8 | 0.1703 |
9 | 0.1559 |
10 | 0.1205 |
11 | 0.0790 |
12 | 0.0441 |
13 | 0.0210 |
14 | 0.0085 |
15 | 0.0029 |
16 | 0.0008 |
17 | 0.0002 |
18 | 0.0000 |
19 | 0.0000 |
20 | 0.0000 |
21 | 0.0000 |
22 | 0.0000 |
23 | 0.0000 |
24 | 0.0000 |
Total | 1.0000 |
(a) What is the probability that exactly 5 of them have hypertension?
P( X = 5) = 24C5 * 0.345 * 0.66(24-5)
Ans: 0.0720
Part 2 of 4
(b) What is the probability that more than 7 have hypertension?
P(X > 7) = P( X = 8) + P( X =9)+ ....P( X = 24)
Or using the total probability rule we have
P( X> 7) = 1- [P(X <= 7)]
=1 - [P(X=0) + P( X =1) +......P( X =7)]
=1 - 0.3968
Ans: 0.6032
Part 3 of 4
(c) What is the probability that fewer than 3 have hypertension?
P( X < 3) = P( X <= 2)
=P( X = 0) + P( X = 1) + P( X =2)
Ans: 0.004
Part 4 of 4
(d) Would it be unusual if more than 9 of them have hypertension?
P( X > 9) = 1- P( X <= 9)
=1 - [P( X =0) ..........+ P( X = 9)]
= 1 - 0.7230
=0.277
> 0.05
This is not unusual since p > 0.05