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The members of a population have been numbered 1-500. A sample of size 10 is to be taken from the population, using stratified random sampling with proportional allocation. The strata are of sizes 200, 150, and 150, where stratum #1 consists of the members of the population numbered 1-200, stratum #2 consists of the members of the population numbered 201-350, and so forth.

(a) Determine the sample sizes that will be taken from the strata.

(b) Apply Procedure 1.3 on page 21 to determine the sample (i.e., the numbers corresponding to the members of the population that are included in the sample).

Short Answer

Expert verified

Part (a) 4, 3 and 3

Part (b)

StratumSizeNumberedSample SizeSample
12001-2004108, 88, 159, 109
2150201-3503328, 339, 238
3150351-5003408, 384, 481

Step by step solution

01

Part (a) Step 1. Given information.

The given statement is:

The members of a population have been numbered 1-500. A sample of size 10 is to be taken from the population, using stratified random sampling with proportional allocation. The strata are of sizes 200, 150, and 150, where stratum #1 consists of the members of the population numbered 1-200, stratum #2 consists of the members of the population numbered 201-350, and so forth.

02

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

The population in strata 1 ranges from 1 to 200 and the size is 200.

The population in strata 2 ranges from 201 to 350 and the size is 150.

The population in strata 3 ranges from 351 to 500 and the size is 150.

The sample size for the stratum 1 is:

200500×10=4

The sample size for the stratum 2 is:

150500×10=3

The sample size for the stratum 3 is:

150500×10=3

03

Part (b) Step 1. Obtain a sample of size 10, and use stratified sampling.

For each stratum, take a simple random sampling to get the sample size.

Use the MINITAB technique to obtain four members from stratum 1:

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

Step 2. Enter double your intended sample size in the Number of rows of data to generate the section, just in case there are repeats. Set the sample size to four.

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

Step 4: Enter 1 as the minimum value.

Step 5: Type 200 for the maximum value.

Step 6: Click the OK button.

MINITAB output:

108, 88, 159, 109

Similarly, we have found the sample size for other strata following the MINITAB approach to finding the members for each stratum.

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

Stratum 2:

328 339 238

Stratum 3:

408 384 481

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