1.6: Sampling Experiment (Worksheet)
- Page ID
- 40359
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Student Learning Outcomes
- The student will demonstrate the simple random, systematic, stratified, and cluster sampling techniques.
- The student will explain the details of each procedure used.
In this exercise, you will be asked to pick several random samples of companies from the list below. In each case, describe your procedure briefly, including how you might have used the random number generator, and then list the companies in the sample you obtained.
The following table contains companies stratified by industry type into rows and grouped vertically by Stock Price at close on 20 September 2023 (clusters)
Stock Price | Under $50 | $50 to under $100 | $100 to under $200 | Over $200 |
---|---|---|---|---|
apparel, fitness, footwear, retail | american eagle outfitters footlocker nordstrom |
puma nike adidas crocs |
target | the home depot costco |
automotive, aviation, logistics, manufacturing | porsche honda southwest airlines delta airlines/td> |
bmw group toyota |
tesla fedex |
|
consumer goods, food & beverage, food, healthcare | unilever | colgate palmolive the coca cola company starbucks |
proctor & gamble johnson & johnson |
"mcdonald's chipotle hershey company |
cryptocurrency, e-commerce, financial services, finance | block | coinbase shopify |
amazon jpmorgan chase & co american express |
visa mastercard |
entertainment, gaming, hospitality, luxury goods, music | ubisoft nintendo roblox |
the walt disney company | airbnb hilton marriott lvmh spotify |
netflix |
social media, technology | pinterest zoominfo philips uber |
cisco zoom video communications logitech |
amd apple |
salesforce / slack microsoft nvidia adobe |
A Simple Random Sample
Pick a simple random sample of 15 companies.
- Describe your procedure.
- Complete the table with your sample.
1. __________ 6. __________ 11. __________ 2. __________ 7. __________ 12. __________ 3. __________ 8. __________ 13. __________ 4. __________ 9. __________ 14. __________ 5. __________ 10. __________ 15. __________
A Systematic Sample
Pick a systematic sample of 15 companies.
- Describe your procedure.
- Complete the table with your sample.
1. __________ 6. __________ 11. __________ 2. __________ 7. __________ 12. __________ 3. __________ 8. __________ 13. __________ 4. __________ 9. __________ 14. __________ 5. __________ 10. __________ 15. __________
A Stratified Sample
Pick a stratified sample, by stock price, of 10 companies. Round any decimals to the nearest whole number.
- Describe your procedure.
- Complete the table with your sample.
1. __________ 6. __________ 2. __________ 7. __________ 3. __________ 8. __________ 4. __________ 9. __________ 5. __________ 10. __________
A Stratified Sample
Pick a stratified sample, by industry grouping, of 20 companies. Round any decimals to the nearest whole number.
- Describe your procedure.
- Complete the table with your sample.
1. __________ 6. __________ 11. __________ 16. __________ 2. __________ 7. __________ 12. __________ 17. __________ 3. __________ 8. __________ 13. __________ 18. __________ 4. __________ 9. __________ 14. __________ 19. __________ 5. __________ 10. __________ 15. __________ 20. __________
A Cluster Sample
Pick a cluster sample of companies from two industry groupings. The number of companies will vary.
- Describe your procedure.
- Complete the table with your sample.
1. ________ 6. ________ 11. ________ 16. ________ 21. ________ 2. ________ 7. ________ 12. ________ 17. ________ 22. ________ 3. ________ 8. ________ 13. ________ 18. ________ 23. ________ 4. ________ 9. ________ 14. ________ 19. ________ 24. ________ 5. ________ 10. ________ 15. ________ 20. ________ 25. ________