In: Statistics and Probability
Use the data in Table 2.0, answer questions 1, 2, & 3. Please show all of your working.
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Table 2.0 Data for a sample of 50 individual in a Cardiovascular Disease Study |
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|
Participant ID |
Weight (kg) |
Height (cm) |
Smoking status |
Blood glucose |
|
1 |
70 |
165 |
1 |
107 |
|
2 |
60 |
162 |
0 |
145 |
|
3 |
62 |
150 |
1 |
237 |
|
4 |
66 |
165 |
1 |
91 |
|
5 |
70 |
162 |
0 |
185 |
|
6 |
59 |
165 |
0 |
106 |
|
7 |
47 |
160 |
0 |
177 |
|
8 |
66 |
170 |
1 |
120 |
|
9 |
56 |
155 |
0 |
186 |
|
10 |
62 |
167 |
0 |
164 |
|
11 |
68 |
167 |
1 |
130 |
|
12 |
65 |
157 |
0 |
132 |
|
13 |
59 |
166 |
0 |
134 |
|
14 |
80 |
170 |
0 |
161 |
|
15 |
66 |
170 |
0 |
176 |
|
16 |
91 |
159 |
1 |
106 |
|
17 |
71 |
161 |
1 |
183 |
|
18 |
66 |
164 |
0 |
138 |
|
19 |
59 |
160 |
0 |
104 |
|
20 |
59 |
162 |
1 |
231 |
1. Use the data in Table 2.0 to prepare a stemplot of weight (kg) [5 points]
2. Calculate the standard deviation for blood glucose level. (First write out the formula and go through the steps. Show all working) [2 points]
3. Describe the distribution in terms of shape, location and spread [ 3 points] (~ 3 sentences)
1. The weights(in kgs) of sample of 20 patients are given below:
70, 60,62,66,70,59,47,66,56,62,68,65,59,80,66,91,71,66,59,59
arranging the data in ascending order we've:
47 56 59 59 59 59 60 62 62 65 66 66 66 66 68 70 70 71 80 91
Stemplot:
table:1
| stem | leaf |
| 4 | 7 |
| 5 | 6,9,9,9,9 |
| 6 | 0,2,2,5,6,6,6,6,8 |
| 7 | 0,0,1 |
| 8 | 0 |
| 9 | 1 |
2.Standard deviation(
):
where, xi : blood glucose level of the ith individual , n=sample
size
to calculate
first we've to calculate the mean.
where, xi : blood glucose level of the ith individual , n=sample
size
table:2(table showing necessary calculations for mean and s.d.)
| Blood Glucose(xi) | (xi-mean)^2 | |
| 107 | 1905.3225 | |
| 145 | 31.9225 | |
| 237 | 7456.3225 | |
| 91 | 3558.1225 | |
| 185 | 1179.9225 | |
| 106 | 1993.6225 | |
| 177 | 694.3225 | |
| 120 | 939.4225 | |
| 186 | 1249.6225 | |
| 164 | 178.2225 | |
| 130 | 426.4225 | |
| 132 | 347.8225 | |
| 134 | 277.2225 | |
| 161 | 107.1225 | |
| 176 | 642.6225 | |
| 106 | 1993.6225 | |
| 183 | 1046.5225 | |
| 138 | 160.0225 | |
| 104 | 2176.2225 | |
| 231 | 6456.1225 | |
| Total | 3031 | 32820.55 |
| mean | 150.65 | - |
| S.D. | 41.56197 | - |
Standard Deviation=41.56197
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