In: Statistics and Probability
a) A physical education director claims by taking a special vitamin, a weight lifter can
increase his strength. Eight athletes are selected and given a test of strength, using the standard bench press. After two weeks of regular training, supplemented with the vitamin, they are tested again. Test the vitamin regimen is effective in increasing strength at the .05 level of significance. Each value in the data that follow represents the maximum number of pounds the athlete can bench press. Assume both populations normal.
athlete 1 2 3 4 5 6 7 8Before 210 230 182 205 262 253 219 216
after 219 236 179 204 270 250 222 216
claim .................................................... null hypothesis........................................ alternative hypothesis................................ Calculator Screen Name........................... test statistic .............................. pvalue/alpha comparison............................ decision ............................... Conclusion ...............................
b) Construct a 95% confidence interval for, ?d , the mean difference of the before minus the after times. Interpret the interval in a complete sentence.
Confidence Interval Name__________________________________ Interval___________________________________________ Interpret_____________________________________________
Before | After | Difference |
210 | 219 | -9 |
230 | 236 | -6 |
182 | 179 | 3 |
205 | 204 | 1 |
262 | 270 | -8 |
253 | 250 | 3 |
219 | 222 | -3 |
216 | 216 | 0 |
Total | -19 |
Claim: The vitamin regimen is effective in increasing strength.
The null and alternative hypothesis is
By using TI-84 we can solve this question.
First, enter the differenced value in L1
Click on STAT --------> Edit ---------> Enter differenced value in to L1
Then click on STAT -----------> TESTS ---------> T-Test --------> Data --------->Enter values -------->
: 0
List: L1
Freq: 1
Calculate
We get
Test statistic = t = - 1.40
P-value = 0.8948
P-value > 0.05 we fail to reject null hypothesis.
Conclusion:
The vitamin regimen is not effective in increasing strength.
b) Confidence interval Name: - T interval
We have to find 95% confidence interval.
TI-84 path is
Click on STAT ------->TESTS ---------> TInterval ----------->Data ----------->Enter value -------->
List: L1
Freq: 1
C-Level: 0.95
Calculate
We get confidence interval ( - 7.452 , 2.0231)
The vitamin regimen is not effective in increasing strength.