/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q 1.76. Peace Corps Volunteers. The Peac... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Peace Corps Volunteers. The Peace Corps is an independent U.S. government agency that provides trained volunteers for countries requesting assistance. According to Peacecorps.org, as of September 2012, volunteers currently serve in about 76 different host countries. The average age of a volunteer is about 28 years old. The following table reports the percentage of total volunteers serving by geographic region.

(a) Use the table to design a procedure for obtaining a stratified sample (with proportional allocation) of 50 Peace Corps volunteers.

(b) If stratified random sampling with proportional allocation is used to select the sample of 50 Peace Corps volunteers, how many would be selected from the Caribbean?

Short Answer

Expert verified

Part (a)

RegionSample SizeSample
Africa
21

28, 2, 24, 9, 14, 6, 1, 12, 17, 30, 31, 33, 10, 26, 25, 5, 15, 32, 11, 4, 3

Latin America
11

36, 38, 43, 35, 37, 47, 39, 40, 46, 41, 48

Eastern Europe/ Central Asia
757, 49, 58, 50, 52, 51, 54
Asia
5

65, 64, 62, 66, 63

Caribbean
2

69, 70

North Africa/Middle East

271, 73

Pacific Islands

275, 76

Part (b) 2.

Step by step solution

01

Part (a) Step 1. Given information.

The given statement is:

The average age of a volunteer is about 28 years old. The following table reports the percentage of total volunteers serving by geographic region.

02

Part (a) Step 2. Find the size of each region.

Africa:

76×0.43=32.68≈33

Latin America:

=76×0.21=15.96≈16

Eastern Europe/ Central Asia:

76×0.15=11.4≈12

Asia:

76×0.10=7.6≈8

Caribbean:

76×0.04=3.04≈3

North Africa/Middle East:

76×0.04=3.04≈3

Pacific Islands:

76×0.03=2.28≈2

03

Part (a) Step 3. Calculate the sample from each stratum.

The sample size for the stratum "Africa":

50×0.43=21.5≈21

The sample size for the stratum "Latin America":

50×0.21=10.5≈11

The sample size for the stratum "Eastern Europe/ Central Asia":

50×0.15=7.5≈7

The sample size for the stratum "Asia":

50×0.10=5

The sample size for the stratum "Caribbean":

50×0.04=2

The sample size for the stratum "North Africa/Middle East":

50×0.04=2

The sample size for the stratum "Pacific Islands":

50×0.3=1.5≈2

04

Part (a) Step 4. Obtain a sample of size 50, use stratified sampling.

Separate the population into strata (regions).

There are seven strata in this circumstance, with sizes of 33, 16, 12, 6, 3, 3, and 3.

Volunteers 1-33 make up stratum #1, whereas volunteers 34-48 make up stratum #2.

Volunteers in stratum #3 range from 49 to 60, volunteers in stratum #4 range from 61 to 66, volunteers in stratum #5 range from 67 to 70, volunteers in stratum #6 range from 71 to 73, and volunteers in stratum #7 range from 74 to 76.

For each stratum, create a basic random sample using the sample size specified in the table. To get 21 members from stratum #1, use MINITAB.

Procedure for MINITAB:

Step 1: Select Calc > Random Data > Integer from the menu bar.

Step 2: Double your selected sample size in the Number of rows of data to generate a section, just in case there are repeats. Set the sample size to 21.

Step 3: In the Store in the column, type Stratum 1 in column C1.

Step 4: Enter 1 as the minimum value.

Step 5: Enter 33 as the maximum value.

Step 6: Press the OK button.

MINITAB output

Stratum 1:

28 2 24 9 14 6 1 12 17 30 31 33 10 26 25 5 15 32 11 4 3.

05

Part (a) Step 5. To obtain a sample of size 50, use stratified sampling.

Similarly, follow the MINITAB approach to find participants for each location.

Change the sample size, minimum value, and maximum value for each region in the MINITAB method.

Stratum 2:

36 38 43 35 37 47 39 40 46 41 48

Stratum 3:

57 49 58 50 52 51 54

Stratum 4:

65 64 62 66 63

Stratum 5:

69 70

Stratum 6:

71 73

Stratum 7:

75 76

06

Part (b) Step 1. Determine the number of volunteers from the Caribbean who will be chosen.

Part (a) indicates that the number of volunteers to be chosen from the Caribbean is two.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

In Exercises 1.17-1.22, state whether the investigation in question is an observational study or a designed experiment. Justify your answer in each case.

Heart Failure. In the paper "Cardiac-Resynchronization Therapy with or without an Implantable Defibrillator in Advanced Chronic Heart Failure" (New England Journal of Medicine, Vol. 350, pp. 2140-2150), M. Bristow et al. reported the results of a study of methods for treating patients who had advanced heart failure due to ischemic or nonischemic cardiomyopathies. A total of 1520 patients were randomly assigned in a 1:2:2 ratio to receive optimal pharmacologic therapy alone or in combination with either a pacemaker or a pacemaker-defibrillator combination. The patients were then observed until they died or were hospitalized for any cause.

The members of a population are numbered 1-4.

(a). List the 6 possible samples (without replacement) of size 2 from this population.

(b). If an SRS of size 2 is taken from the population, what are the chances of selecting 2 and 3? Explain your answer.

(c). Use Table I in Appendix A to obtain an SRS of size 2 from the population. Start at the single-digit number in line number 17 and column number 7, read down the column, up the next, and so on.

Regarding observational studies and designed experiments:

(a) Describe each type of statistical study.

(b) With respect to possible conclusions, what important difference exists between these two types of statistical studies?

Before planning and conducting a study to obtain information, what should be done?

The members of a population are numbered 1-50.

(a). Use Table I in Appendix A to obtain an SRS of size 6 from the population. Start at the two-digit number in line number 10 and column numbers 10-11, read down the column, up the next, and so on.

(b). If you have access to a random-number generator, use it to solve part (a)

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.