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Subject:
statistical question
Category: Business and Money Asked by: eco5912-ga List Price: $50.00 |
Posted:
25 Oct 2004 17:33 PDT
Expires: 25 Oct 2004 21:55 PDT Question ID: 420050 |
The Capital Bank Marketing Department has recently conducted a study of a sample of the bank's customers. At issue is whether there is a difference between the mean credit card balance between female and male customers. If they find that the two groups differ, they will target the lower group with a marketing campaign designed to increase their use of the credit card. The calculated mean and variance of the credit card balances for the male customers and the mean and variance of the credit card balances for the female customers are as follows: 232 males with a mean of ( $ 746.51) and a Variance of (86743.26) 68 females with a mean of ( $ 778.13) and a Variance of (87152.24) Question: Based on just these two calculations, would you guess that there is a significant difference between the two means? Between the two variances? |
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There is no answer at this time. |
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Subject:
Re: statistical question
From: anonoboy-ga on 25 Oct 2004 19:03 PDT |
Given the way you've worded your question ("would you guess"): look at the two matching sets of numbers. The difference between the two means is $31.62, which is about 4% of the higher number. The difference between the two variances is 409, about 1/200 of 1%. My "guess" would be is that there is no "signifcant difference" between the two. |
Subject:
Re: statistical question
From: racecar-ga on 25 Oct 2004 21:35 PDT |
The uncertainty in the mean is the standard deviation (the sqare root of the variance) divided by the square root of the number of samples. So the males have a mean of 746.51 +/- 19.34, and the females a mean of 778.13 +/- 35.80. The difference in the two means is 31.62, and the uncertainty in the difference is 40.69 (that's the square root of the sum of the squares of the uncertainty in each of the two groups). It is not possible to reject the hypothesis that the two groups have the same mean. The two variances are nearly identical--the standard deviations differ by less than a dollar. It is certainly not possible to reject the hypothesis that the variances are identical. |
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