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