qnt/275 week 4 practice set, statistics for decision making
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qnt/275 statistics for decision making, university of phoenix

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Practice Set 4 QNT/275 Version 6 University of Phoenix Material Practice Set 4 Practice Set 4 1. Find z for each of the following confidence levels. Round to two decimal places. A. 90% B. 95% C. 96% D. 97% E. 98% F. 99% 2. For a data set obtained from a random sample, n = 81 and x = 48.25. It is known that σ = 4.8. A. What is the point estimate of μ? Round to two decimal places B. Make a 95% confidence interval for μ. What is the lower limit? Round to two decimal places. C. Make a 95% confidence interval for μ. What is the upper limit? Round to two decimal places. D. What is the margin of error of estimate for part b? Round to two decimal places. 3. Determine the sample size (nfor the estimate of μ for the following. A. E = 2.3, σ = 15.40, confidence level = 99%. Round to the nearest whole number. B. E = 4.1, σ = 23.45, confidence level = 95%. Round to the nearest whole number. C. E = 25.9, σ = 122.25, confidence level = 90%. Round to the nearest whole number. 4. True or False. a.The null hypothesis is a claim about a population parameter that is assumed to be false until it is declared false. A. True B. False b. An alternative hypothesis is a claim about a population parameter that will be true if the null hypothesis is false. A. True B. False c. The critical point(s) divide(s) is some of the area under a distribution curve into rejection and nonrejection regions. A. True B. False Copyright © 2017 by University of Phoenix. All rights reserved. 1 Practice Set 4 QNT/275 Version 6 d. The significance level, denoted by α, is the probability of making a Type II error, that is, the probability of rejecting the null hypothesis when it is actually true. A. True B. False e. The nonrejection region is the area to the right or left of the critical point where the null hypothesis is not rejected. A. True B. False 5. Fill in the blank. The level of significance in a test of hypothesis is the probability of making a ________. It is the area under the probability distribution curve where we reject H0. A. Type I error B. Type II error C. Type III error 6. Consider H0: μ = 45 versus H1: μ < 45. A random sample of 25 observations produced a sample mean of 41.8. Using α = .025 and the population is known to be normally distributed with σ = 6. A. What is the value of z? Round to two decimal places. B. Would you reject the null hypothesis? 1. Reject Ho 2. Do not reject Ho 7. The following information is obtained from two independent samples selected from two normally distributed populations. n1 = 18 x1 = 7.82 σ1 = 2.35 n2 =15 x2 =5.99 σ2 =3.17 A. What is the point estimate of μ1 − μ2? Round to two decimal places. B. Construct a 99% confidence interval for μ1 − μ2. Find the margin of error for this estimate. Round to two decimal places. 8. The following information is obtained from two independent samples selected from two populations. n1 =650 x1 =1.05 σ1 =5.22 n2 =675 x2 =1.54 σ2 =6.80 Test at a 5% significance level if μ1 is less than μ2. a) Identify the appropriate distribution to use. Copyright © 2017 by University of Phoenix. All rights reserved. 2 Practice Set 4 QNT/275 Version 6 A. t distribution B. normal distribution b) What is the conclusion about the hypothesis? A. Reject Ho B. Do not reject Ho 9. Using data from the U.S. Census Bureau and other sources, www.nerdwallet.com estimated that considering only the households with credit card debts, the average credit card debt for U.S. house- holds was \$15,523 in 2014 and \$15,242 in 2013. Suppose that these estimates were based on random samples of 600 households with credit card debts in 2014 and 700 households with credit card debts in 2013. Suppose that the sample standard deviations for these two samples were \$3870 and \$3764, respectively. Assume that the standard deviations for the two populations are unknown but equal. a) Let μ1 and μ2 be the average credit card debts for all such households for the years 2014 and 2013, respectively. What is the point estimate of μ1 − μ2? Round to two decimal places. Do not include the dollar sign. b) Construct a 98% confidence interval for μ1 − μ2. Round to two decimal places. Do not include the dollar sign. 1. What is the lower bound? Round to two decimal places. 2. What is the upper bound? Round to two decimal places. c) Using a 1% significance level, can you conclude that the average credit card debt for such households was higher in 2014 than in 2013? Use both the p-value and the critical-value approaches to make this test. A. Reject Ho B. Do not reject Ho 10. Gamma Corporation is considering the installation of governors on cars driven by its sales staff. These devices would limit the car speeds to a preset level, which is expected to improve fuel economy. The company is planning to test several cars for fuel consumption without governors for 1 week. Then governors would be installed in the same cars, and fuel consumption will be monitored for another week. Gamma Corporation wants to estimate the mean difference in fuel consumption with a margin of error of estimate of 2 mpg with a 90% confidence level. Assume that the differences in fuel consumption are normally distributed and that previous studies suggest that an estimate of sd=3sd=3 mpg is reasonable. How many cars should be tested? (Note that the critical value of tt will depend on nn, so it will be necessary to use trial and error.) Copyright © 2017 by University of Phoenix. All rights reserved. 3 ...
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Practice Set 4
QNT/275 Version 6

University of Phoenix Material
Practice Set 4
Practice Set 4
1. Find z for each of the following confidence levels. Round to two decimal places.
A. 90%
NormInv(

1−0.90

) = ±1.645

2

B. 95%
NormInv(

1−0.95

) = ±1.960

2

C. 96%
NormInv(

1−0.96

) = ±2.054

2

D. 97%
NormInv(

1−0.97

) = ±2.170

2

E. 98%
NormInv(

1−0.98

) = ±2.326

2

F. 99%
NormInv(

1−0.99
2

) = ±2.576

2. For a data set obtained from a random sample, n = 81 and x = 48.25. It is known
that σ = 4.8.
A. What is the point estimate of μ? Round to two decimal places
The point estimate μ is equal to 48.25
B. Make a 95% confidence interval for μ. What is the lower limit? Round to two decimal
places.

1

Practice Set 4
QNT/275 Version 6

x̅ − Zα/2

σ
√n

48.25 − 1.96 ∗

4.8
√81

48.25 − 1.05
𝐋𝐨𝐰𝐞𝐫 𝐥𝐢𝐦𝐢𝐭 = 𝟒𝟕. 𝟐𝟎
C. Make a 95% confidence interval for μ. What is the upper limit? Round to two decimal
places.
x̅ + Zα/2

σ
√n

48.25 + 1.96 ∗

4.8
√81

48.25 + 1.05
𝐔𝐩𝐩𝐞𝐫 𝐥𝐢𝐦𝐢𝐭 = 𝟒𝟗. 𝟑𝟎
D. What is the margin of error of estimate for part b? Round to two decimal places.

E = Zα/2

σ

√n
4.8
E = 1.96 ∗
√81
𝐄 = 𝟏. 𝟎𝟓
3. Determine the sample size (nfor the estimate of μ for the following.
A. E = 2.3, σ = 15.40, confidence level = 99%. Round to the nearest whole number.
α = 1 – 0.99 = 0.01
σ
n = (zα⁄2 ( ))2
E
15.40 2
n = (z0.01⁄2 (
))
2.3
15.40 2
n = (2.576 (
))
2.3
𝐧 = 𝟐𝟗𝟕

B. E = 4.1, σ = 23.45, confidence level = 95%. Round to the nearest whole number.

2

Practice Set 4
QNT/275 Version 6

α = 1 – 0.95 = 0.05
σ
n = (zα⁄2 ( ))2
E
15.40 2
n = (z0.05⁄2 (
))
2.3
23.45 2
n = (1.960 (
))
4.1
𝐧 = 𝟏𝟐𝟔
C. E = 25.9, σ = 122.25, confidence level = 90%. Round to the nearest whole number.
α = 1 – 0.90 = 0.10
σ
n = (zα⁄2 ( ))2
E
15.40 2
n = (z0.10⁄2 (
))
2.3
122.25 2
n = (1.645 (
))
25.9
𝐧 = 𝟔𝟎
4. True or False.
a. The null hypothesis is a claim about a population parameter that is assumed to be false
until it is declared false.
A. True
B. False
b. An alternative hypothesis is a claim about a population parameter that will be true if the
null hypothesis is false.
A. True
B. False
c. The critical point(s) divide(s) is some of the area under a distribution curve into rejection
and nonrejection regions.
A. True
B. False
d. The significance level, denoted by α, is the probability of making a Type II error, that is,
the probability of rejecting the null hypothesis when it is actually true.
A. True
B. False
e. The nonrejection region is the area to the right or left of the critical point where the null
hypothesis is not rejected.
A. True

3

Practice Set 4
QNT/275 Version 6

B. False
5. Fill in the blank. The level of significance in a test of hypothesis is the probability of making a
_Type I error_. It is the area under the probability distribution curve where we reject H0.
A. Type I error
B. Type II error
C. Type III error
6. Consider H0: μ = 45 versus H1: μ < 45. A random sample of 25 observations produced a sample
mean of 41.8. Using α = .025 and the population is known to be normally distributed with σ = 6.
A. What is the value of z? Round to two decimal places.
x−μ
σ
( )
√n
41.8 − 45
Z=
6
(
)
√25
𝐙 = −𝟐. 𝟔𝟕
Z=

B. Would you reject the null hypothesis?

For α = .025 the critical value is -1.96. This value is greater than -2.67, then reject the
null hypothesis.
1. Reject Ho
2. Do not reject Ho
7. The following information is obtained from two independent samples selected from two
normally distributed populations.
n1 = 18

x1 = 7.82

σ1 = 2.35

n2 =15

x2 =5.99

σ2 =3.17

A. What is the point estimate of μ1 − μ2? Round to two decimal places.
μ1 − μ2 = 7.82 – 5.99 = 1.83
B. Construct a 99% confidence interval for μ1 − μ2. Find the margin of error for this
estimate.
Round to two decimal places.

jesusale932 (2871)
Carnegie Mellon University
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