Data: Cl: 0 1 2 3 4 5 6 Dialog box: Session command: 20 Calc > Probability Distributions > Binomial MTB > CDF C1; SUBC> BINOMIAL 6 0.3. Choose Cumulative probability. Type 6 in Number of trials. Type 0.3 in Probability of success. Choose Input column and type Cl. Click OK. (o) Output: o ba ECA Cumulative Distribution Function VIH sead Binomial with n = 6 and p = 0.300000 %3D P( X <= x) (0-A).in io mildepo EA 0.00 0.1176 1.00 0.4202 2.00 0.7443 3.00 0.9295 4.00 0.9891 5.00 0.9993 6.00 1.0000 FIGURE 4.3.4 MINITAB calculation of cumulative binomial probabilities for x = 0 through x = 6 when n = 6 and p = .3. %3D %3D Exercises In In each of the following exercises, assume that N is sufficiently large relative to n that the binomial distribution may be used to find the desired probabilities. 4.3.1 Based on data collected by the National Center for Health Statistics and made available to the public in the Sample Adult database (A-5), an estimate of the percentage of adults who have at some point in their life been told they have hypertension is 23.53 percent. If we select a simple random sample of 20 U.S. adults and assume that the probability that each has been told that he or she has hypertension is .24, find the probability that the number of people in the sample who have been told that they have hypertension will be: (a) Exactly three (b) Three or more (c) Fewer than three (d) Between three and seven, inclusive 4.3.2 Refer to Exercise 4.3.1. How many adults who have been told that they have hypertension would you expect to find in a sample of 20? PROBABILITY DISTRIBUTIONS 4.3.3 Refer to Exercise 4.3.1. Suppose that we select a simple random sample of five adults. Use Equation 4.3.2 to find the probability that, in the sample, the number of people who have been told that they have hypertension will be: (a) Zero (b) More than one (c) Between one and three, inclusive (d) Two or fewer tbr d polaia (e) Five 4.3.4 The same survey database cited in Exercise 4.3.1 (A-5) shows that 32 percent of U.S. adults indicated that they have been tested for HIV at some point in their life. Consider a simple random sample of 15 adults selected at that time. Find the probability that the number of adults who have been tested for HIV in the sample would be: (a) Three (b) Less than five (c) Between five and nine, inclusive (d) More than five, but less than 10 (e) Six or more 4.3.5 Refer to Exercise 4.3.4. Find the mean and variance of the number of people tested for HIV in samples of size 15. 4.3.6 Refer to Exercise 4.3.4. Suppose that we were to take a simple random sample of 25 adults today and find that two have been tested for HIV at some point in their life. Would these results be surprising? Why or why not? 4.3.7 Coughlin et al. (A-6) estimated the percentage of women living in border counties along the southern United States with Mexico (designated counties in California, Arizona, New Mexico, and Texas) who have less than a high school education to be 18.7. Assume the corresponding probability is .19. Suppose that we select three women at random. Find the probability that the number with less than a high-school education is: (a) Exactly zero (b) Exactly one (c) More than one (d) Two or fewer (e) Two or three (f) Exactly three
Inverse Normal Distribution
The method used for finding the corresponding z-critical value in a normal distribution using the known probability is said to be an inverse normal distribution. The inverse normal distribution is a continuous probability distribution with a family of two parameters.
Mean, Median, Mode
It is a descriptive summary of a data set. It can be defined by using some of the measures. The central tendencies do not provide information regarding individual data from the dataset. However, they give a summary of the data set. The central tendency or measure of central tendency is a central or typical value for a probability distribution.
Z-Scores
A z-score is a unit of measurement used in statistics to describe the position of a raw score in terms of its distance from the mean, measured with reference to standard deviation from the mean. Z-scores are useful in statistics because they allow comparison between two scores that belong to different normal distributions.
notes for class was absent, can you please help with 4.3.5
![Data:
Cl: 0 1 2 3 4 5 6
Dialog box:
Session command:
20
Calc > Probability Distributions >
Binomial
MTB > CDF C1;
SUBC>
BINOMIAL 6 0.3.
Choose Cumulative probability. Type 6 in Number of
trials. Type 0.3 in Probability of success. Choose
Input column and type Cl. Click OK.
(o)
Output:
o ba
ECA
Cumulative Distribution Function
VIH
sead
Binomial with n = 6 and p = 0.300000
%3D
P( X <= x)
(0-A).in io mildepo EA
0.00
0.1176
1.00
0.4202
2.00
0.7443
3.00
0.9295
4.00
0.9891
5.00
0.9993
6.00
1.0000
FIGURE 4.3.4 MINITAB calculation of cumulative binomial probabilities for x = 0 through x = 6 when n = 6 and p = .3.
%3D
%3D
Exercises
In
In each of the following exercises, assume that N is sufficiently large relative to n that the binomial
distribution may be used to find the desired probabilities.
4.3.1 Based on data collected by the National Center for Health Statistics and made available
to the public in the Sample Adult database (A-5), an estimate of the percentage of adults
who have at some point in their life been told they have hypertension is 23.53 percent.
If we select a simple random sample of 20 U.S. adults and assume that the probability
that each has been told that he or she has hypertension is .24, find the probability that the
number of people in the sample who have been told that they have hypertension will be:
(a) Exactly three
(b) Three or more
(c) Fewer than three
(d) Between three and seven, inclusive
4.3.2 Refer to Exercise 4.3.1. How many adults who have been told that they have hypertension
would you expect to find in a sample of 20?](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F0bf917ec-3bd5-4ecc-ad53-7da034b3ca56%2Fa484517d-0fde-4d8a-ae40-1d81fff84923%2Fivd0duc.jpeg&w=3840&q=75)
![PROBABILITY DISTRIBUTIONS
4.3.3 Refer to Exercise 4.3.1. Suppose that we select a simple random sample of five adults.
Use Equation 4.3.2 to find the probability that, in the sample, the number of people who
have been told that they have hypertension will be:
(a) Zero
(b) More than one
(c) Between one and three, inclusive
(d) Two or fewer
tbr
d polaia
(e) Five
4.3.4 The same survey database cited in Exercise 4.3.1 (A-5) shows that 32 percent of U.S.
adults indicated that they have been tested for HIV at some point in their life. Consider
a simple random sample of 15 adults selected at that time. Find the probability that the
number of adults who have been tested for HIV in the sample would be:
(a) Three
(b) Less than five
(c) Between five and nine, inclusive
(d) More than five, but less than 10
(e) Six or more
4.3.5 Refer to Exercise 4.3.4. Find the mean and variance of the number of people tested for
HIV in samples of size 15.
4.3.6 Refer to Exercise 4.3.4. Suppose that we were to take a simple random sample of 25 adults
today and find that two have been tested for HIV at some point in their life. Would these
results be surprising? Why or why not?
4.3.7 Coughlin et al. (A-6) estimated the percentage of women living in border counties along
the southern United States with Mexico (designated counties in California, Arizona, New
Mexico, and Texas) who have less than a high school education to be 18.7. Assume the
corresponding probability is .19. Suppose that we select three women at random. Find the
probability that the number with less than a high-school education is:
(a) Exactly zero
(b) Exactly one
(c) More than one
(d) Two or fewer
(e) Two or three
(f) Exactly three](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F0bf917ec-3bd5-4ecc-ad53-7da034b3ca56%2Fa484517d-0fde-4d8a-ae40-1d81fff84923%2Fxkwfip7.jpeg&w=3840&q=75)
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