A senior manager of a car financing firm wants to study the characteristics that determine loan repayment.
Question:
A senior manager of a car financing firm wants to study the characteristics that determine loan repayment. The research assistant has provided the following information the manager is considering using stratified sampling procedure to draw a sample of 220 (10 percent of the number of loans).
Loan officers’ surname | Loan repayment in default | Loan repayment up to date | Total |
Loan officer’s surname starts with letter A to H | 100 | 1000 | 1100 |
Loan officer’s surname starts with letter I to P | 30 | 400 | 430 |
Loan officer’s surname starts with letter Q to Z | 70 | 600 | 670 |
Total | 200 | 2000 | 2200 |
Based only on the information given in the table, briefly explain how you would use stratified sampling to obtain a sample (of size n=220). Clearly indicate the strata you would use, whether proportionate or disproportionate stratified sampling is more appropriate and why.
Statistical Techniques in Business and Economics
ISBN: 978-0078020520
16th edition
Authors: Douglas Lind, William Marchal