In: Statistics and Probability
1. If two samples are drawn independently from the same population, then the sample means will be the same.
true or false?
2. If two samples are drawn independently from the same population, then their sample standard deviations will be the same.
true or false?
3. You can find below the results from Tukey's Honestly Significant Difference procedure with familywise significance level 0.05 for the agricultural experiment above. Which of the following can be concluded at this level?
diff | lwr | upr | p adj | |
---|---|---|---|---|
B-A | 7.649 | -11.133 | 26.431 | 0.719 |
C-A | 16.443 | -2.339 | 35.225 | 0.101 |
D-A | 3.916 | -14.866 | 22.698 | 0.965 |
E-A | 27.331 | 8.549 | 46.114 | 0.003 |
C-B | 8.794 | -9.989 | 27.576 | 0.610 |
D-B | -3.733 | -22.516 | 15.049 | 0.971 |
E-B | 19.682 | 0.900 | 38.464 | 0.038 |
D-C | -12.527 | -31.309 | 6.255 | 0.287 |
E-C | 10.888 | -7.894 | 29.671 | 0.414 |
E-D | 23.416 | 4.633 | 42.198 | 0.012 |
Group of answer choices:
Group B has higher average output than group A
Groups E and C have higher average output than groups A, B, and D
Group E has higher average output than groups A, B, C, and D
Group E has higher average output than groups A, B, and D
Group A has lower average output than groups B, C, D, and E
(1)
Correct option:
False
Explantion:
If two samples are drawn independently from the same population, then the sample means will be different because of random errors in sampling.
(2)
Correct option:
False
Explantion:
If two samples are drawn independently from the same population, then their sample standard deviations will be different because of random errors in sampling.
(3)
Correct option:
Group E has higher average output than groups A, B, and D
Explanation:
(i)
Group B has higher average output than group A is not correct because the Confidence Interval for B - A: ( - 11.133, 26.431) includes 0.
(ii)
Groups E and C have higher average output than groups A, B, and D is not correct because the Confidence Interval for C - B: ( -9.989, 27.576) includes 0.
(iii)
Group E has higher average output than groups A, B, C, and D is not correct because the Confidence Interval for E - C: ( -7.894, 29.671) includes 0.
(iv)
Group E has higher average output than groups A, B, and D is correct because the Confidence Interval for E - A, E - B and E - D do not include 0.
(v)
Group A has lower average output than groups B, C, D, and E is not correct because the Confidence Interval for B - A: ( - 11.133, 26.431) includes 0.