Question

In: Statistics and Probability

Use the data in Table 2.0, answer questions 1, 2, & 3. Please show all of...

Use the data in Table 2.0, answer questions 1, 2, & 3. Please show all of your working.

Table 2.0 Data for a sample of 50 individual in a Cardiovascular Disease Study

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)

Solutions

Expert Solution

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

I hope this clarifies your doubt. If you're satisfied with the solution, hit the Like button. For further clarification, comment below. Thank You. :)


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