Stats 244 Lab Assignment 2 - Solutions ∑ ∑ ∑ ∑ ∑ ∑
Stats 244 Lab Assignment 2 - Solutions ∑ ∑ ∑ ∑ ∑ ∑
Stats 244 Lab Assignment 2 - Solutions ∑ ∑ ∑ ∑ ∑ ∑
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Drug A<br />
Drug B<br />
Drug C<br />
<strong>Stats</strong> <strong>244</strong> <strong>Lab</strong> <strong>Assignment</strong> 2 - <strong>Solutions</strong><br />
For each of the three drugs A, B and C<br />
a) Compute the mean and the standard deviation.<br />
x =<br />
x =<br />
x =<br />
n<br />
<strong>∑</strong><br />
i=<br />
1<br />
n<br />
n<br />
<strong>∑</strong><br />
i=<br />
1<br />
n<br />
x<br />
x<br />
i<br />
i<br />
209.<br />
2<br />
= = 10.<br />
46 , s =<br />
20<br />
296.<br />
0<br />
= = 14.<br />
80 , s =<br />
20<br />
n<br />
<strong>∑</strong> xi<br />
i=<br />
1 =<br />
n<br />
216.<br />
6<br />
=<br />
20<br />
10.<br />
83 , s =<br />
n<br />
<strong>∑</strong><br />
i=<br />
1<br />
n<br />
<strong>∑</strong><br />
i=<br />
1<br />
i=<br />
1<br />
n<br />
⎛ ⎞<br />
⎜<strong>∑</strong><br />
xi<br />
⎟<br />
2 ⎝ i=<br />
1 x − ⎠<br />
i n<br />
n −1<br />
x<br />
2<br />
i<br />
2<br />
i<br />
⎛<br />
⎜<br />
− ⎝<br />
⎛<br />
⎜<br />
− ⎝<br />
n<br />
<strong>∑</strong><br />
i=<br />
1<br />
n −1<br />
i=<br />
1<br />
Page 1<br />
x<br />
2<br />
2<br />
⎞<br />
⎟<br />
⎠<br />
i<br />
n −1<br />
b) Compute the median and the upper and lower quartiles.<br />
The data arranged in increasing order is as follows<br />
Drug A Drug B Drug C<br />
4.8 7.2 3<br />
5.9 7.4 3.1<br />
6.1 9.3 3.1<br />
6.4 9.9 3.4<br />
Q1<br />
7.9<br />
8.3<br />
10.1<br />
10.1<br />
4.4<br />
5.2<br />
8.6 10.7 6.2<br />
8.9 12.4 7.2<br />
8.9 12.8 8.8<br />
Q2<br />
9.4<br />
9.4<br />
14.6<br />
15.2<br />
10.2<br />
11.1<br />
11.5 15.5 11.2<br />
12 15.5 12.2<br />
12.1 17.7 13.6<br />
Q3<br />
12.5<br />
14.3<br />
18.2<br />
19.4<br />
14.8<br />
15<br />
14.4 20.9 15.8<br />
15 22.5 16.5<br />
15.5 23.2 24.4<br />
17.3 23.4 27.4<br />
Q1<br />
Q2<br />
Q3<br />
81<br />
9.4<br />
13.4<br />
10 1<br />
14.9<br />
18.8<br />
48<br />
10.65<br />
14.9<br />
n<br />
<strong>∑</strong><br />
x<br />
n<br />
<strong>∑</strong><br />
x<br />
2<br />
⎞<br />
⎟<br />
⎠<br />
i<br />
n<br />
n<br />
=<br />
=<br />
=<br />
2431.<br />
72<br />
4901.<br />
66<br />
3252.<br />
44<br />
−<br />
( 209.<br />
2)<br />
19<br />
−<br />
−<br />
2<br />
( 296.<br />
0)<br />
19<br />
2<br />
( 216.<br />
6)<br />
19<br />
2<br />
20 =<br />
20<br />
=<br />
20<br />
=<br />
3.<br />
58<br />
5.<br />
24<br />
6.<br />
91
c) Draw box plots of reduction in blood pressure, X.<br />
Reduction in BP<br />
30<br />
24<br />
18<br />
12<br />
6<br />
0<br />
Box Plots<br />
A B C<br />
DRUG<br />
d) Would you say that there is a difference in the reduction in blood pressure between the<br />
three drugs A, B and C?<br />
Conclusions:<br />
1. Drug B gives on the average higher reduction in Blood Pressure than Drug A or<br />
Drug C.<br />
2. Drug A and C give approximately the same average reduction in Blood Pressure,<br />
however the variability the reduction in Blood Pressure in is larger for C than it is for<br />
A.<br />
Page 2<br />
Non-Outlier Max<br />
Non-Outlier Min<br />
Median; 75%<br />
25%