How to Select a Simple Random Sample of Employees Using a List of Numbers?

  • Context: High School 
  • Thread starter Thread starter Larrytsai
  • Start date Start date
  • Tags Tags
    Random
Click For Summary
SUMMARY

This discussion focuses on selecting a simple random sample of employees using a list of random digits. David C. White, the owner of a small advertising business, provided a list of twelve employees and a series of random numbers. The correct sample selected from the employee list is Zhao, Becker, and Kim. The method involves normalizing the random numbers and using the floor function to determine the corresponding employee index.

PREREQUISITES
  • Understanding of random sampling techniques
  • Familiarity with uniform distribution concepts
  • Basic knowledge of the floor function in mathematics
  • Ability to interpret numerical data and indices
NEXT STEPS
  • Learn about random sampling methods in statistics
  • Study the concept of uniform distribution in probability
  • Explore the use of the floor function in mathematical calculations
  • Research how to apply random number generation in data selection
USEFUL FOR

This discussion is beneficial for statisticians, data analysts, and business owners looking to implement random sampling methods for employee selection or other applications.

Larrytsai
Messages
222
Reaction score
0
David C. White owns a small advertising business. He has twelve employees. The names
of the employees are given below.


1. Becker
2. Brown
3. Chasten
4. Ito
5. Kim
6. Spitzer
7. Taylor
8. Walt
9. Wang
10. Zhang
11. Zhao
12. Zhu

Use the list of random digits below to select a simple random sample of three names from
the list of employees. Start at the beginning of the list and use the numerical labels
attached to the names.

11920 14931 20051 27498 12009 45287 71753 31137 20495 05907

the answer is Zhao, Becker, Kim

I don't know where to start, I do not understand what the list of numbers represent? Anyone mind guiding me through this problem?

Thanks
 
Physics news on Phys.org
Larrytsai said:
David C. White owns a small advertising business. He has twelve employees. The names
of the employees are given below.


1. Becker
2. Brown
3. Chasten
4. Ito
5. Kim
6. Spitzer
7. Taylor
8. Walt
9. Wang
10. Zhang
11. Zhao
12. Zhu

Use the list of random digits below to select a simple random sample of three names from
the list of employees. Start at the beginning of the list and use the numerical labels
attached to the names.

11920 14931 20051 27498 12009 45287 71753 31137 20495 05907

the answer is Zhao, Becker, Kim

I don't know where to start, I do not understand what the list of numbers represent? Anyone mind guiding me through this problem?

Thanks

Hey Larrytsai.

If your table values are between 00000 and 99999 then each value represents a random number between those values. In terms of a uniform distribution your first number would correspond to 11920/10000 = 0.1192.

Now if you want to choose a data entry you have multiply this normalized number by the number of entries you can select from. Then you floor the answer and add one to get the index of the entry. For this example 0.1192 x 12 = 1.4304 so our index is Floor(1.4304) + 1 = 2 which corresponds to the 2nd name.

All this is doing is you get a distribution that approximates a uniform distribution and then you have to make sure your random number is between 0 and 1 and then you basically allocate each block of your distribution to an index. For example for 10 data items (0-0.999999 etc) is allocated to data 1, (0.1,0.1999999etc) allocated to data 2 and so on. and this is why we use the floor function.
 
thank you so much!
 

Similar threads

How to Choose a Stratified Sample Using a Random Number Table
  • · Replies 4 ·
Replies
4
Views
4K