In: Statistics and Probability
Critical thinking exercise in Triola nd Triola biostatistics assignment
"From Data to Decision" on page 565 of the textbook. perform the one-way analysis of variance (ANOVA) for the data
Placebo group: 77, 61, 66, 63, 81, 75, 66, 79, 66, 75, 48, 70
10mg Treatment group: 67, 48, 79, 67, 57, 71, 66, 85, 75, 77, 57, 45
20mg Treatment group: 72, 94, 57, 63, 69, 59, 64, 82, 34, 76, 59, 53
Based on results, does it appear that there is sufficient evidence to claim that the drug lowers pulse rate? Are there any serious problems with the design of the experiment? Given this was only involving males, can we say that results apply to females? Is there a better way in measuring the drug's effectiveness in lowering pulse rates? How would you characterize the overall validity of the experiment? Based on available results, should the drug be approved?
solution:
Descriptive of Pulse Rate |
|||||||
---|---|---|---|---|---|---|---|
N |
Mean |
Std. Deviation |
Std. Error |
95% Confidence Interval for Mean |
|||
Lower Bound |
Upper Bound |
||||||
Placebo |
12 |
68.92 |
9.288 |
2.681 |
63.02 |
74.82 |
|
10 mg Treatment Group |
12 |
66.17 |
12.379 |
3.574 |
58.30 |
74.03 |
|
20 mg Treatment Group |
12 |
65.08 |
15.222 |
4.394 |
55.41 |
74.76 |
|
Total |
36 |
66.72 |
12.279 |
2.047 |
62.57 |
70.88 |
ANOVA of Pulse Rate with three groups. |
|||||
---|---|---|---|---|---|
Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
Between Groups |
93.722 |
2 |
46.861 |
.298 |
.744 |
Within Groups |
5183.500 |
33 |
157.076 |
||
Total |
5277.222 |
35 |