In: Statistics and Probability
24)____________ An SAT prep course claims to improve the test scores of students. The
table shows the scores for seven students the first two times they took
25)_____________ the verbal SAT. Before taking the SAT for the second time, each
student took a course to try to improve his or her verbal SAT scores.
Test the claim at a = .05. List the a) null hypothesis b) average difference
between the scores
|
Student |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
|
Score on First SAT |
308 |
456 |
332 |
443 |
306 |
471 |
432 |
|
Score on Second SAT |
421 |
524 |
400 |
421 |
348 |
589 |
391 |
26)______________ In a crash test at five miles per hour, the mean bumper repair cost for 14
midsize cars was $547 with a standard deviation of $85. In a similar test
of 23 small cars, the mean bumper repair cost was $347 with a standard
27)______________ deviation of $185. At a = 0.05, can you conclude that the mean bumper
repair cost is the same for midsize cars and small cars? List the
26) p-value 27) accept or reject.
Ans ) let d = difference of score on First SAT and score on second SAT
a) null hypothesis is H0:ud = 0
b) average difference between the scores
| average difference | -113 | -68 | -68 | 22 | -42 | -118 | 41 |
using excel we have
| t-Test: Paired Two Sample for Means | ||
| Variable 1 | Variable 2 | |
| Mean | 392.5714 | 442 |
| Variance | 5431.286 | 7069.333 |
| Observations | 7 | 7 |
| Pearson Correlation | 0.702503 | |
| Hypothesized Mean Difference | 0 | |
| df | 6 | |
| t Stat | -2.12297 | |
| P(T<=t) one-tail | 0.038982 | |
| t Critical one-tail | 1.94318 | |
| P(T<=t) two-tail | 0.077963 | |
| t Critical two-tail | 2.446912 |
p value = 0.077963 which is greater than 0.05 so we conclude that there is no difference in the score in First SAT and second SAT
Ans _) using excel>addin>phstat>two sample test
we have
| Separate-Variances t Test for the Difference Between Two Means | |
| (assumes unequal population variances) | |
| Data | |
| Hypothesized Difference | 0 |
| Level of Significance | 0.05 |
| Population 1 Sample | |
| Sample Size | 14 |
| Sample Mean | 547 |
| Sample Standard Deviation | 85.0000 |
| Population 2 Sample | |
| Sample Size | 23 |
| Sample Mean | 347 |
| Sample Standard Deviation | 185.0000 |
| Intermediate Calculations | |
| Numerator of Degrees of Freedom | 4016476.5598 |
| Denominator of Degrees of Freedom | 121135.6921 |
| Total Degrees of Freedom | 33.1568 |
| Degrees of Freedom | 33 |
| Standard Error | 44.7673 |
| Difference in Sample Means | 200.0000 |
| Separate-Variance t Test Statistic | 4.4675 |
| Two-Tail Test | |
| Lower Critical Value | -2.0345 |
| Upper Critical Value | 2.0345 |
| p-Value | 0.0001 |
| Reject the null hypothesis |
26) p-value = 0.0001
27) reject. Ho