Critical Thinking Assignment Using the Framingham Heart Study dataset provided find the Z-Score using the BMI data by calculating the Standard Deviation on

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Using the Framingham Heart Study dataset provided find the Z-Score using the BMI data by calculating the Standard Deviation on the Sample and the Average BMI of the sample.  Discuss briefly what this Z-Score reveals about the BMI data.

Refer to Chapters 7 & 12 in Introductory Statistics with R or pages 67-70 and pages 72- 73 in EXCEL statistics A quick guide).

Ensure to submit the following requirements for the assignment:

• Your submission should be 2-3 pages (not including the title and reference pages) to discuss and display your findings.

• Provide support for your statements with in-text citations from a minimum of five scholarly, peer-reviewed articles. 

• Follow APA 7th edition writing standards.

Framingham Heart Study

SEX AGE SYSBP DIABP BMI DIABETES BPMEDS HEARTRTE GLUCOSE DEATH ANGINA HOSPMI MI_FCHD ANYCHD STROKE CVD HYPERTEN
1 39 106 70 26.97 0 0 80 77 0 0 1 1 1 0 1 0
2 46 121 81 28.73 0 0 95 76 0 0 0 0 0 0 0 0
2 52 105 69.5 29.43 0 0 80 86 0 0 0 0 0 0 0 0
2 58 108 66 28.5 0 0 80 71 0 0 0 0 0 0 0 0
1 48 127.5 80 25.34 0 0 75 70 0 0 0 0 0 0 0 0
1 54 141 89 25.34 0 0 75 87 0 0 0 0 0 0 0 0
2 61 150 95 28.58 0 0 65 103 1 0 0 0 0 1 1 1
2 67 183 109 30.18 0 0 60 89 1 0 0 0 0 1 1 1
2 46 130 84 23.1 0 0 85 85 0 0 0 0 0 0 0 1
2 51 109 77 23.48 0 0 90 72 0 0 0 0 0 0 0 1
2 43 180 110 30.3 0 0 77 99 0 0 0 1 1 0 1 1
2 49 177 102 31.36 0 1 120 86 0 0 0 1 1 0 1 1
2 55 180 106 31.17 1 1 86 81 0 0 0 1 1 0 1 1
2 63 138 71 33.11 0 0 60 85 0 1 0 0 1 0 0 1
2 70 149 81 36.76 0 0 80 98 0 1 0 0 1 0 0 1
2 45 100 71 21.68 0 0 79 78 0 0 0 0 0 0 0 1
2 57 110 46 22.02 0 0 75 87 0 0 0 0 0 0 0 1
1 52 141.5 89 26.36 0 0 76 79 0 0 0 0 0 0 0 1
1 58 132 90 25.39 0 0 85 81 0 0 0 0 0 0 0 1
1 64 168 100 25.72 0 0 92 82 0 0 0 0 0 0 0 1
1 43 162 107 23.61 0 0 93 88 0 0 0 0 0 0 0 1
1 49 147 102 27.5 0 1 75 74 0 0 0 0 0 0 0 1
1 55 173 123 29.11 0 1 75 85 0 0 0 0 0 0 0 1
2 50 133 76 22.91 0 0 75 76 0 0 0 0 0 0 0 0
2 43 131 88 27.64 0 0 72 61 0 0 0 0 0 0 0 0
1 46 142 94 26.31 0 0 98 64 0 0 0 0 0 0 0 1
1 52 165 92 26.44 0 0 105 71 0 0 0 0 0 0 0 1
2 41 124 88 31.31 0 1 65 84 1 0 0 0 0 0 0 1
2 47 120 80 27.98 0 1 75 74 1 0 0 0 0 0 0 1
2 53 124 78 26.62 0 0 68 135 1 0 0 0 0 0 0 1
2 46 136 89 21.24 0 0 110 76 1 0 0 0 0 0 0 1
2 51 141 81 24.77 0 0 85 97 1 0 0 0 0 0 0 1
2 38 140 90 21.35 0 0 95 70 1 0 0 0 0 0 0 1
1 48 138 90 22.37 0 0 64 72 0 0 0 0 0 0 0 1
1 60 144.5 80 22.96 0 0 57 91 0 0 0 0 0 0 0 1
2 46 112 78 23.38 0 0 80 89 1 0 0 0 0 0 0 0
2 38 122 84.5 23.24 0 0 75 78 0 0 0 0 0 0 0 1
2 44 139 95 30.05 0 1 90 80 0 0 0 0 0 0 0 1
2 49 163 96 31.45 0 0 82 84 0 0 0 0 0 0 0 1
1 41 139 88 26.88 0 0 85 65 0 0 0 0 0 0 0 1
1 47 160 101 26.28 0 0 90 69 0 0 0 0 0 0 0 1
1 53 152.5 101 26.43 0 0 105 78 0 0 0 0 0 0 0 1
2 42 108 70.5 21.59 0 0 72 85 0 0 0 0 0 0 0 1
2 48 122 77.5 21.77 0 0 75 89 0 0 0 0 0 0 0 1
2 54 126 75 21.59 0 0 85 102 0 0 0 0 0 0 0 1
2 49 127 84 34.55 0 0 65 85 0 0 0 0 0 0 0 1
2 52 148 78 34.17 0 0 70 113 1 0 1 1 1 0 1 1
2 58 162 78 33.29 1 0 60 123 1 0 1 1 1 0 1 1
2 64 159 69 32.93 1 0 70 230 1 0 1 1 1 0 1 1
2 52 132 82 25.11 0 0 71 75 0 0 0 0 0 0 0 1
2 58 151 86 22.73 0 0 80 93 0 0 0 0 0 0 0 1
2 64 150 89 24.01 0 0 90 80 0 0 0 0 0 0 0 1
1 44 137.5 90 21.96 0 0 75 83 0 0 0 0 0 0 0 1
1 50 134 88 23.81 0 0 80 82 0 0 0 0 0 0 0 1
1 56 132 70 22.73 0 0 100 90 0 0 0 0 0 0 0 1
1 47 102 68 24.18 0 0 62 66 1 0 1 1 1 0 1 0
2 66 126 82 25.43 0 0 60 77 0 1 0 0 1 0 0 1
2 72 109 60 26.2 0 0 80 100 0 1 0 0 1 0 0 1
1 35 132 91 26.09 0 0 73 83 0 0 0 0 0 0 0 1
1 41 123 82 25.01 0 0 75 67 0 0 0 0 0 0 0 1
1 47 131 90 26.77 0 0 70 76 0 0 0 0 0 0 0 1
2 61 182 121 32.8 0 0 85 65 1 0 0 1 1 0 1 1
2 60 130 88 30.36 0 0 72 74 1 0 0 0 0 1 1 1
2 66 135 75 30.16 0 0 76 76 1 0 0 0 0 1 1 1
2 72 157 87 29.55 1 0 65 73 1 0 0 0 0 1 1 1
1 36 102 68 28.15 0 0 60 63 0 0 0 0 0 0 0 1
1 42 126 90 29.84 0 0 55 65 0 0 0 0 0 0 0 1
1 48 125 83 34.34 0 0 58 96 0 0 0 0 0 0 0 1
1 43 115 85.5 27.57 0 0 75 75 0 0 0 0 0 0 0 1
1 49 123 86 27.86 0 0 75 66 0 0 0 0 0 0 0 1
1 55 129 85 26.4 0 0 84 69 0 0 0 0 0 0 0 1
1 40 125 90 23.62 0 0 86 79 0 1 1 1 1 0 0 1
1 46 118 90 23.34 0 60 78 0 1 1 1 1 0 0 1
1 53 148 89 22.78 0 0 80 110 0 1 1 1 1 0 0 1
2 59 150 85 20.77 0 0 90 88 1 0 0 0 0 1 1 1
1 61 134 82.5 18.59 0 0 72 75 1 1 0 0 1 0 0 1
1 67 133 74 17.65 0 0 75 74 1 1 0 0 1 0 0 1
1 73 145 85 17.28 0 0 88 80 1 1 0 0 1 0 0 1
1 62 125 74.5 25.9 0 0 65 73 1 1 0 0 1 0 0 0
1 54 147 74 24.71 0 0 96 87 1 0 0 1 1 0 1 1
1 59 141 63 22.33 0 0 65 75 1 0 0 1 1 0 1 1
1 37 124.5 92.5 38.53 0 0 95 83 0 0 0 0 0 0 0 1
1 43 156 109 38.53 0 0 85 67 0 0 0 0 0 0 0 1
1 49 190 123 45.43 0 1 100 73 0 0 0 0 0 0 0 1
1 56 153.5 102 28.09 0 0 72 75 0 0 0 0 0 1 1 1
1 61 177 107 29.86 0 0 75 77 0 0 0 0 0 1 1 1
1 67 157 95 29.86 0 0 88 99 0 0 0 0 0 1 1 1
1 52 160 98 40.11 1 0 75 225 1 0 0 0 0 1 1 1
1 58 173 90 36.88 1 0 72 200 1 0 0 0 0 1 1 1
2 42 153 101 28.93 0 0 60 90 0 0 0 0 0 1 1 1
2 54 202 111 26.63 0 0 63 80 0 0 0 0 0 1 1 1
1 36 111 73 27.78 0 0 71 80 0 0 0 0 0 0 0 0
1 42 112 80 28.08 0 0 65 81 0 0 0 0 0 0 0 0
2 43 116.5 80 26.87 0 0 68 78 0 0 0 0 0 0 0 0
2 48 118.5 79 30.34 0 0 75 91 0 0 0 0 0 0 0 0
2 54 100 75 29.82 0 0 70 68 0 0 0 0 0 0 0 0
2 41 122 78 23.28 0 0 75 74 0 0 0 0 0 0 0 0
2 47 117 82 23.65 0 0 85 92 0 0 0 0 0 0 0 0
2 53 127 77 25.68 0 0 90 115 0 0 0 0 0 0 0 0
2 58 135 75 26.55 0 1 75 105 1 1 1 1 1 0 1 1
1 54 132 83.5 26.21 0 0 75 100 0 1 0 0 1 0 1 1
1 60 133 77 25.58 0 0 80 74 0 1 0 0 1 0 1 1
1 66 139 72 27 0 0 74 77 0 1 0 0 1 0 1 1
2 53 206 92 21.51 1 1 76 215 1 0 0 0 0 0 0 1
2 59 160 80 22.52 1 1 80 269 1 0 0 0 0 0 0 1
2 49 96 63 20.68 0 0 65 98 0 0 0 0 0 0 0 0
2 55 112 70 20.64 0 0 75 107 0 0 0 0 0 0 0 0
2 61 112 80 21.96 0 63 138 0 0 0 0 0 0 0 0
2 65 179.5 114 30.47 0 0 90 87 1 0 0 1 1 1 1 1
1 46 119 77.5 23.59 0 0 75 74 0 0 0 0 0 0 0 1
1 52 124 80 23.45 0 0 75 71 0 0 0 0 0 0 0 1
1 58 135 70 25.68 0 0 90 93 0 0 0 0 0 0 0 1
2 63 116 69 22.15 0 0 95 75 1 0 0 0 0 0 0 0
1 36 139 93 24.33 0 80 62 1 1 1 1 1 0 1 1
1 43 152 105 25.27 0 0 70 86 1 1 1 1 1 0 1 1
1 49 142 90.5 24.33 0 0 70 61 1 1 1 1 1 0 1 1
2 63 156.5 92.5 27.1 0 0 60 79 1 0 0 0 0 0 0 1
2 70 198 105 26.93 0 1 65 76 1 0 0 0 0 0 0 1
1 51 112 66 23.47 0 0 90 95 0 0 0 0 0 0 0 0
2 47 130 78 19.66 0 0 80 75 0 0 0 0 0 0 0 1
2 53 139 88.5 20.56 0 0 80 61 0 0 0 0 0 0 0 1
2 59 132 77 19.3 0 0 82 76 0 0 0 0 0 0 0 1
2 62 145 82.5 28.27 0 0 63 75 0 0 0 0 0 0 0 1
2 68 133 81 27.72 0 0 63 74 0 0 0 0 0 0 0 1
2 74 125 68 27.35 0 0 80 109 0 0 0 0 0 0 0 1
2 45 115 73 23.46 0 0 95 80 0 0 0 0 0 0 0 1
2 51 145 85 25.66 0 0 96 102 0 0 0 0 0 0 0 1
2 46 116 71 20.35 0 0 88 94 0 0 0 0 0 0 0 1
2 54 114 76 17.61 1 0 88 55 0 0 0 0 0 0 0 0
1 49 143.5 81 25.65 0 0 75 80 0 0 0 0 0 0 0 1
1 55 133 85 25.95 0 0 70 83 0 0 0 0 0 0 0 1
1 44 115 69 22.29 0 0 65 82 1 1 1 1 1 0 1 0
1 50 108 74 20.56 0 0 80 79 1 1 1 1 1 0 1 0
1 56 117 70 21.35 0 0 72 49 1 1 1 1 1 0 1 0
2 40 158 102 25.45 0 0 75 87 0 1 0 0 1 0 0 1
2 46 208 127 26 0 1 85 62 0 1 0 0 1 0 0 1
2 52 195 107 22.36 0 1 68 75 0 1 0 0 1 0 0 1
1 56 121 79 23.58 0 0 95 93 0 0 0 0 0 0 0 1
1 62 120 74 22.45 0 0 80 70 0 0 0 0 0 0 0 1
1 68 145 77 23.09 0 0 72 83 0 0 0 0 0 0 0 1
2 67 157 89 24.25 0 0 60 74 1 0 0 0 0 0 0 1
2 73 180 80 23.67 0 0 68 62 1 0 0 0 0 0 0 1
2 79 188 104 20.26 0 61 82 1 0 0 0 0 0 0 1
1 53 123.5 75 19.64 0 0 78 73 1 0 0 0 0 0 0 1
1 59 129 78 21.68 0 0 73 82 1 0 0 0 0 0 0 1
1 65 148 84 19.64 0 80 88 1 0 0 0 0 0 0 1
2 57 126.5 80 24.88 0 0 83 72 1 0 1 1 1 0 1 0
2 63 122 64 27.26 0 0 80 104 1 0 1 1 1 0 1 0
2 69 125 74 22.49 1 0 90 103 1 0 1 1 1 0 1 0
1 57 136 84 26.84 0 0 75 64 1 0 1 1 1 0 1 1
2 63 154 87 28.6 0 0 72 45 1 0 0 0 0 1 1 1
2 69 137 85.5 27.56 0 0 95 77 1 0 0 0

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