In: Statistics and Probability
A random sample of 9 recently sold homes in a local market collects the list price and selling price for each house. The prices are listed below in thousands of dollars. A group of realtors wants to test the claim that houses are selling for more than the list price.
List Price | 490 | 275 | 289 | 349 | 460 | 499 | 325 | 380 | 299 |
Sell Price | 485 | 275 | 280 | 360 | 465 | 490 | 340 | 395 | 315 |
(a) Find d¯, the mean of the differences.
(b) State the claim, the negation of the claim, H0, and H1 (using equations and the parameter μd).
(c) Find the p-value. Use a significance level of α=.05 to test the claim. State your conclusion about H0.
(d) State your conclusion about the original claim.
(a) Let x represents the list price.
Let y represents the selling price.
Serial No. |
x |
y |
d = x - y |
d2 |
1 |
490 |
485 |
5 |
25 |
2 |
275 |
275 |
0 |
0 |
3 |
289 |
280 |
9 |
81 |
4 |
349 |
360 |
-11 |
121 |
5 |
460 |
465 |
-5 |
25 |
6 |
499 |
490 |
9 |
81 |
7 |
325 |
340 |
-15 |
225 |
8 |
380 |
395 |
-15 |
225 |
9 |
299 |
315 |
-16 |
256 |
Total |
3366 |
3405 |
-39 |
1039 |
Therefore, the mean of the differences is -4.33.
(b) A group of realtors wants to test the claim that houses are selling for more than the list price.
Let represents the mean difference between the selling price and list price.
The null and the alternative hypothesis can be stated as:
The claim is that . The negation of the claim is '>'.
(c)
The appropriate test statistic to be used is:
The degree of freedom (v) is,
Using t-table and degrees of freedom 8, the p-value is 0.1250.
Since the p-value (0.1250) is smaller than the significance value (0.05), the decision is fail to reject the null hypothesis.
(d):
In conclusion, there is not enough evidence to support the claim; that is, there is a insufficient evidence to claim that houses are selling for more than the list price