Description: This study aimed to understand the prevalence of obesity, diabetes, and other cardiovascular risk factors in central Virginia for African Americans. These are real data and blanks in the worksheet mean that the observation is not available (this is known as a \"missing value.\"). Reference 1: Willems JP, Saunders JT, DE Hunt, JB Schorling: Prevalence of coronary heart disease risk factors among rural blacks: A communitybased study. Southern Medical Journal 90:814-820; 1997 Reference 2: Schorling JB, Roach J, Siegel M, Baturka N, Hunt DE, Guterbock TM, Stewart HL: A trial of church-based smoking cessation interventions for rural African Americans. Preventive Medicine 26:92-101; 1997 Variable name id chol glucose hdl ratio glyhb diabetes location age gender height weight bmi obese frame systolicbp1 diastolicbp1 systolicbp2 diastolicbp2 waist hip Description Subject ID Total Cholesterol Stabilized Glucose High Density Lipoprotein Cholesterol/HDL Ratio Glycosolated Hemoglobin Has Diabetes? (0=no, 1=yes) Location (0=Buckingham, 1=Louisa) Age (years) Gender (0=male, 1=female) Height (in) Weight (lbs) (weight in pounds/(height in inches*height in inches))*703 0=no, 1=yes (BMI >30) Body Frame (1=small, 2=medium, 3=large) First Systolic Blood Pressure First Diastolic Blood Pressure Second Systolic Blood Pressure Second Diastolic Blood Pressure Waist (in) Hip (in) id 1000 1001 1002 1003 1005 1008 1011 1015 1016 1022 1024 1029 1030 1031 1035 1036 1037 1041 1045 1250 1252 1253 1254 1256 1271 1277 1280 1281 1282 1285 1301 1303 1304 1305 1309 1312 1313 1314 1315 1316 1317 1321 1323 1326 1500 1501 1502 2004 2750 2753 2754 2756 2757 2758 2762 2763 2765 2770 2773 2774 2775 2777 2778 2780 2784 2785 2787 2791 2793 2794 2795 3250 3750 3751 3752 4000 4500 4501 4506 4515 chol 203 165 228 78 249 248 195 227 177 263 242 215 238 183 191 213 255 230 194 196 186 234 203 281 228 179 232 254 215 177 182 265 182 199 183 194 190 173 182 136 218 225 262 213 243 148 128 169 157 196 237 212 233 289 193 204 165 237 218 296 178 443 145 234 146 223 213 173 232 171 164 170 180 204 209 242 134 217 251 glucose 82 97 92 93 90 94 92 75 87 89 82 128 75 79 76 83 78 112 81 206 97 65 299 92 66 80 87 74 84 72 101 85 330 85 87 81 86 107 80 206 81 68 83 84 76 52 193 223 85 74 82 87 97 92 111 106 128 94 233 88 262 78 185 85 80 77 75 203 131 184 92 86 69 84 57 113 108 105 81 94 hdl 56 24 37 12 28 69 41 44 49 40 54 34 36 46 30 47 38 64 36 41 50 76 43 41 45 92 30 ratio 4 7 6 7 9 4 5 5 4 7 5 6 7 4 6 5 7 4 5 5 4 3 5 7 5 2 8 52 42 36 43 34 37 63 60 67 32 57 43 51 46 42 38 40 59 14 24 51 47 58 41 45 39 50 63 61 69 58 39 60 59 23 29 63 60 85 75 69 114 54 40 64 69 74 65 53 42 60 36 5 5 5 4 8 5 3 3 3 6 3 4 3 5 5 7 5 4 11 5 3 3 3 6 5 6 6 3 3 2 4 6 5 3 19 5 4 2 3 3 3 2 3 4 3 3 3 3 5 3 4 7 glyhb 4 4 5 5 8 5 5 4 5 6 5 5 4 5 5 3 4 5 5 11 6 5 13 6 5 4 5 4 5 4 5 4 16 6 4 4 3 4 6 8 5 4 4 diabetes 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 6 4 6 11 6 6 4 5 6 5 9 6 5 5 14 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 11 5 14 4 1 0 1 0 4 4 11 4 8 5 5 4 5 6 7 5 4 4 7 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 location 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 age 46 29 58 67 64 34 30 37 45 55 60 38 27 40 36 33 50 20 36 62 70 47 38 66 24 41 37 48 43 40 42 52 61 61 25 47 35 46 57 70 22 52 36 43 72 37 54 60 40 55 76 43 65 45 70 20 62 92 49 44 74 36 51 38 31 28 22 71 76 91 40 23 20 40 52 76 46 48 22 58 gender 1 1 1 0 0 0 0 0 0 1 1 1 1 1 0 1 1 0 0 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 0 0 1 1 0 0 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 height 62 64 61 67 68 71 69 59 69 63 65 58 60 59 69 65 65 67 64 65 67 67 69 62 61 72 68 68 62 70 65 68 74 69 66 66 66 72 71 69 66 62 67 75 59 64 67 67 65 66 65 64 61 64 60 68 68 62 62 66 63 70 70 70 64 62 63 61 61 71 69 64 68 75 60 62 70 71 63 weight 121 218 256 119 183 190 191 170 166 202 156 195 170 165 183 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19.27063 23.99382 29.84368 36.17622 27.63257 40.13668 17.74684 27.92472 33.46748 24.8202 31.09879 27.2769 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 frame systolicbp1 diastolicbp1 systolicbp2 diastolicbp2 2 118 59 3 112 68 3 190 92 185 92 3 110 50 2 138 80 3 132 86 2 161 112 161 112 2 3 160 80 128 86 1 108 72 2 130 90 130 90 2 102 68 2 130 80 2 2 100 66 2 130 90 120 96 2 130 100 2 100 90 2 110 76 3 178 90 3 148 88 148 84 3 137 100 149 110 3 136 83 3 158 88 160 88 2 100 70 110 70 1 144 112 3 140 95 1 120 85 2 125 70 2 180 122 170 112 2 146 94 139 89 3 130 90 2 170 88 168 80 2 176 86 180 90 2 120 78 2 140 97 2 115 64 2 2 124 64 3 158 90 160 96 3 105 85 2 142 79 3 149 89 136 88 3 124 80 3 130 60 2 110 82 2 140 65 2 110 68 2 106 82 2 150 82 142 78 158 78 140 84 2 104 90 3 158 94 149 96 3 124 86 2 126 80 1 165 110 153 100 3 141 81 3 160 82 3 130 90 3 138 79 3 159 99 160 103 2 130 79 2 158 98 148 88 2 1 2 2 2 2 3 2 2 1 3 2 3 2 3 121 120 120 150 160 170 138 126 108 142 140 156 130 178 120 174 71 90 70 80 60 82 94 75 70 98 90 78 86 120 75 75 145 160 80 60 140 80 130 92 144 76 182 110 waist 29 46 49 33 44 36 46 34 34 45 39 42 35 37 36 37 37 31 30 46 42 45 48 48 33 28 43 27 31 37 37 29 39 49 32 39 31 46 31 45 35 40 40 43 40 49 42 42 40 43 37 36 43 39 51 49 38 51 43 40 42 34 43 31 35 28 28 34 31 35 41 44 37 43 31 35 37 36 46 38 hip 38 48 57 38 41 42 49 39 40 50 45 50 41 43 40 41 43 39 34 51 41 46 55 44 38 36 47 33 38 39 40 35 41 43 34 44 35 49 36 48 40 43 42 49 40 57 42 43 44 52 41 46 47 44 54 58 41 51 47 45 48 40 48 35 39 32 35 42 33 38 39 47 40 54 35 40 45 40 50 41 4517 4750 4751 4753 4758 4759 4760 4761 4763 4767 4770 4771 4772 4776 4780 4783 4786 4787 4789 4790 4792 4793 4794 4795 4796 4801 4802 4803 4805 4808 4813 4818 4821 4822 4823 4825 4826 4827 4833 4835 4840 4841 4842 4843 10000 10001 10012 10014 10016 10020 12002 12004 12005 12006 12501 12502 12506 12507 12509 12751 12754 12760 12761 12763 12765 12766 12768 12769 12772 12778 13250 13254 13500 13501 13503 13505 14756 14758 15007 15008 15010 217 300 218 189 185 206 218 189 229 228 159 249 170 174 204 203 241 245 143 224 168 184 199 158 209 214 293 227 292 218 244 283 186 273 193 194 231 217 174 225 268 195 179 215 185 132 175 179 228 181 160 188 168 318 192 209 129 160 160 211 262 201 263 219 191 171 219 347 269 164 181 190 255 218 223 254 236 176 158 181 151 88 103 87 96 84 85 182 75 95 76 88 197 106 125 62 84 86 120 91 341 69 79 130 91 176 111 85 105 235 80 101 83 74 94 77 80 105 78 173 84 85 108 70 119 76 99 91 81 115 177 100 77 101 270 109 87 110 122 196 48 93 81 82 112 83 97 112 197 73 71 255 84 112 126 90 342 102 92 91 83 85 40 44 38 47 52 46 54 72 74 53 43 44 42 44 70 75 63 39 37 33 45 39 48 48 55 59 94 44 55 71 36 74 76 49 49 34 61 48 34 82 51 46 52 44 58 34 42 35 61 24 36 45 59 108 44 34 42 41 33 34 43 87 92 73 88 69 73 42 34 63 26 44 34 32 48 37 36 55 31 44 48 5 7 6 4 4 5 4 3 3 4 4 6 4 4 3 3 4 6 4 7 4 5 4 3 4 4 3 5 5 3 7 4 2 6 4 6 4 5 5 3 5 4 3 4 3 4 4 5 4 8 4 4 3 3 4 6 3 4 5 6 6 2 3 3 2 3 3 8 8 3 7 4 8 7 5 7 7 3 5 4 3 5 5 6 4 5 5 11 5 5 4 5 9 5 5 5 4 5 8 5 10 4 4 5 4 10 4 5 6 8 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 5 4 5 4 4 5 0 0 0 0 0 0 5 4 4 8 4 10 5 4 4 5 6 8 5 5 5 7 5 4 6 6 8 7 5 5 5 9 5 4 5 6 5 5 10 6 6 5 6 13 6 5 6 4 4 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 1 1 34 61 40 28 53 67 51 49 65 54 38 64 41 67 27 21 41 47 61 65 28 41 37 50 57 28 31 83 79 68 32 26 36 53 19 63 58 53 50 41 48 59 34 63 23 21 23 36 71 64 43 31 44 60 43 48 56 55 49 58 33 48 66 59 45 52 76 36 41 20 50 43 82 35 47 75 62 31 50 39 33 0 1 0 1 1 0 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 73 67 73 64 61 67 62 62 66 68 63 61 68 67 63 59 63 65 67 63 69 61 71 61 68 67 59 70 70 70 72 69 64 61 73 63 63 70 71 70 67 72 63 76 65 65 63 63 71 64 67 64 65 64 63 74 67 71 67 63 68 66 66 67 71 64 70 62 72 71 62 66 69 65 68 76 62 70 66 69 219 169 200 200 145 178 215 205 151 170 169 159 110 198 185 142 139 156 220 197 200 154 203 180 150 204 200 125 165 170 212 227 150 174 119 175 230 158 263 156 120 172 170 158 164 169 235 125 244 225 140 227 160 167 325 121 151 223 266 177 170 146 121 170 151 159 105 277 160 145 320 163 163 169 232 210 160 145 215 255 308 28.89041 26.46625 26.38394 34.32617 27.39452 27.8757 0 0 0 1 0 0 37.49089 27.61524 27.43572 25.69356 28.16251 20.78205 30.10251 28.97193 25.15142 28.07153 27.63114 36.60592 30.85119 35.42454 22.73934 38.35232 25.10216 28.33916 31.01471 31.32101 25.24418 23.67245 24.3898 30.41551 30.78337 22.14871 29.86377 22.4824 23.08594 40.73822 27.98539 37.73245 21.75521 17.21633 26.93607 23.05363 27.98539 19.96053 28.12 39.10178 22.14034 43.21794 31.3777 24.02832 35.54934 27.46094 27.78722 55.78003 21.43185 19.38514 34.92292 37.09542 27.71909 30.11086 22.1968 19.52778 27.43572 23.64736 22.17358 18.02124 39.74102 29.26119 19.66339 44.62607 29.80983 26.30601 24.95421 38.6026 31.9269 19.47368 26.51795 30.84592 41.15358 45.47868 1 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 1 1 2 1 1 2 2 3 3 2 2 3 3 2 1 3 2 2 2 2 3 2 3 3 3 2 1 2 2 2 3 3 1 2 1 2 3 2 3 1 1 1 2 2 1 3 2 2 3 3 1 2 1 2 3 1 1 2 3 2 2 1 1 2 1 1 2 3 2 1 3 3 2 3 3 3 1 3 2 3 145 138 120 136 147 119 139 120 125 121 138 151 103 119 110 125 112 142 160 160 111 136 136 136 115 130 110 150 170 130 132 158 138 160 118 131 141 139 159 150 150 150 138 160 124 112 110 110 170 130 180 122 130 132 141 111 140 136 150 162 110 145 104 146 130 125 125 140 126 108 140 135 179 139 120 151 150 110 138 140 110 100 78 76 52 72 68 69 80 64 62 79 85 64 72 90 85 72 102 92 80 65 96 84 90 68 90 90 90 90 73 90 104 82 96 70 88 99 79 99 80 105 102 82 68 78 62 80 76 92 66 110 70 88 72 79 62 75 83 98 78 68 95 64 92 90 72 82 86 90 78 86 88 89 90 86 87 80 72 89 98 90 148 79 117 68 156 150 158 106 98 80 130 94 126 84 156 170 88 100 158 108 162 96 150 89 150 150 100 100 158 74 210 110 156 82 168 98 172 136 91 86 137 79 41 40 38 38 37 37 42 40 37 36 34 33 29 36 35 28 29 35 40 42 42 34 42 36 36 40 41 35 39 37 39 41 31 34 32 34 39 33 51 31 32 38 31 34 32 39 44 33 48 44 37 47 40 38 53 32 34 43 49 38 33 32 31 37 33 33 29 51 39 29 56 40 37 39 46 44 35 36 40 46 52 42 44 41 45 40 41 53 49 42 41 40 41 30 43 44 39 39 39 50 43 46 39 51 40 39 41 42 40 41 42 44 44 38 43 38 39 48 40 64 40 35 43 39 42 40 43 50 36 51 47 40 53 43 44 62 38 38 48 45 43 46 41 33 40 38 39 33 49 41 36 49 45 43 41 54 45 39 42 45 54 58 15012 15013 15016 15017 15250 15252 15260 15264 15271 15274 15276 15277 15278 15279 15500 15501 15502 15512 15513 15514 15515 15516 15517 15518 15519 15520 15521 15522 15527 15529 15540 15542 15545 15546 15757 15758 15760 15761 15762 15763 15766 15773 15777 15779 15782 15787 15792 15795 15797 15798 15799 15800 15801 15802 15805 15812 15813 15814 15815 15816 15818 15820 15821 15827 15828 16000 16001 16003 16004 16005 16016 17002 17751 17752 17754 17755 17756 17757 17760 17762 17765 115 271 190 118 168 254 193 187 212 170 215 199 140 216 204 193 267 201 204 246 229 172 197 205 219 174 192 206 160 216 236 205 206 143 173 235 169 283 174 271 203 188 293 215 207 179 202 211 211 151 171 342 179 155 197 200 237 198 240 192 145 269 240 205 266 188 222 142 268 174 214 194 196 207 204 189 179 159 260 228 242 239 121 92 95 82 121 77 84 79 76 110 85 385 79 113 248 133 106 120 104 91 101 120 79 106 90 89 94 71 109 111 88 112 371 83 91 95 145 93 103 94 174 87 80 77 77 81 98 225 74 85 251 236 58 92 56 96 118 88 56 84 59 96 83 82 88 82 155 90 105 87 54 115 187 89 84 77 100 68 79 74 36 40 44 39 44 39 45 64 49 60 36 59 31 46 35 24 34 53 44 62 43 46 37 32 50 36 30 44 44 86 82 41 33 46 37 37 29 39 77 90 62 24 120 100 46 72 55 40 29 47 61 48 63 69 46 51 52 46 49 42 54 66 57 42 54 51 87 25 48 117 35 57 62 46 56 46 50 54 60 37 55 3 7 4 3 4 7 4 3 4 3 6 3 5 5 6 8 8 4 5 4 5 4 5 6 4 5 6 5 4 3 3 5 6 3 5 6 6 7 2 3 3 8 2 2 5 3 4 5 7 3 3 7 3 2 4 4 5 4 5 5 3 4 4 5 5 4 3 6 6 2 6 3 3 5 4 4 4 3 4 6 4 14 5 5 5 4 9 5 4 5 3 10 5 12 4 4 7 9 5 5 7 5 5 5 4 5 5 4 5 5 4 5 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 5 4 5 5 8 5 4 5 6 5 5 5 5 6 4 10 4 5 13 12 4 5 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 4 5 5 5 5 6 5 5 5 5 7 5 6 5 4 4 9 5 4 3 4 5 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 58 81 27 47 33 67 42 21 51 27 51 71 50 54 59 59 40 58 72 66 23 42 43 75 65 34 37 61 36 45 68 57 41 68 40 79 62 63 55 55 27 66 63 78 68 31 64 40 61 28 34 63 55 26 36 40 45 68 82 60 30 41 54 72 47 50 51 45 38 20 44 63 50 44 48 41 29 76 69 26 70 0 1 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 0 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1 0 1 1 0 1 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 0 1 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 1 69 64 65 64 66 68 75 63 65 63 67 69 69 65 73 66 59 66 65 66 72 65 71 69 63 71 71 63 64 67 61 66 62 67 65 66 61 70 63 67 68 64 65 55 66 62 68 63 69 63 65 75 73 64 62 69 63 63 62 65 67 65 61 68 61 66 69 63 70 70 67 67 68 63 68 66 59 72 66 158 210 123 118 167 186 158 145 119 282 171 172 138 187 189 204 215 167 189 180 165 179 204 233 210 195 199 185 147 119 171 184 158 130 134 251 200 140 114 209 210 179 109 130 145 167 179 144 130 164 201 186 174 136 105 130 124 170 134 165 191 175 180 142 147 110 204 181 187 190 181 140 201 196 153 170 188 179 259 200 27.11768 34.94201 21.1106 19.04362 25.38949 23.24587 27.98539 24.12663 21.0776 44.16262 25.24953 25.39719 22.96189 24.66898 30.50207 41.19851 34.69812 27.78722 30.50207 24.40972 27.45444 24.96271 30.12224 41.26959 29.28586 27.19401 35.24742 31.75171 23.02094 22.4824 27.59711 33.65036 24.7436 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1 0 0 0 1 1 0 0 1 1 0 0 0 1 0 22.29633 40.50803 37.78554 20.08571 20.19199 32.73045 31.9269 30.72192 18.13657 30.21157 23.40106 30.54136 27.21388 25.50567 19.19555 29.04812 33.4445 23.24587 22.95403 23.3418 19.20265 19.19555 21.96321 30.11086 24.50624 27.45444 29.91156 29.11834 34.00699 21.58867 27.77237 17.75253 30.12224 32.05921 26.82878 0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 25.96796 21.9247 31.47761 29.79844 27.09977 25.84559 30.34068 36.14967 35.12288 32.27732 0 0 1 0 0 0 1 1 1 1 2 2 2 1 1 3 2 1 1 1 2 3 3 1 2 2 1 3 3 2 1 1 2 3 3 2 2 2 2 2 1 2 1 1 1 1 3 2 2 1 2 3 2 1 1 2 2 1 2 1 2 2 2 1 1 1 1 2 2 1 1 3 2 2 3 1 3 2 2 3 3 2 3 2 2 1 3 3 3 2 125 146 150 140 98 161 125 138 230 122 142 136 138 132 148 140 118 186 140 200 110 118 146 136 140 142 136 180 110 140 142 132 104 138 122 142 118 190 118 180 140 160 142 170 199 131 190 110 190 135 120 178 122 110 69 76 106 76 66 118 90 88 120 86 78 86 66 80 76 90 69 102 72 94 78 68 98 90 90 92 96 96 80 102 96 82 80 82 76 70 72 110 86 105 80 78 80 88 115 79 118 76 100 75 80 88 74 76 125 137 130 180 130 102 130 152 170 118 160 150 165 142 132 140 184 176 150 170 130 122 116 158 122 140 64 74 70 86 70 56 73 100 90 78 66 110 115 100 86 75 76 110 74 96 80 68 53 98 90 65 160 116 151 111 235 120 136 84 148 78 190 110 208 90 136 96 136 148 130 176 86 98 98 94 148 140 102 86 170 90 165 105 158 142 180 190 84 90 100 99 170 86 160 82 140 150 100 100 150 150 160 144 80 90 96 110 180 150 146 178 84 102 76 96 159 80 30 36 39 30 29 36 37 39 38 28 52 38 37 33 38 38 40 46 45 45 34 33 37 44 40 37 36 41 39 32 29 37 39 37 37 34 50 44 32 30 34 45 47 33 29 33 44 37 40 29 34 45 38 30 32 26 33 32 41 31 33 38 37 39 35 34 28 40 38 37 38 37 35 46 38 32 38 40 45 48 41 37 43 47 36 35 39 46 43 42 37 59 40 41 39 37 45 47 44 46 46 41 45 44 42 53 43 43 47 45 38 37 40 44 43 38 38 47 48 33 37 43 48 45 34 33 38 47 43 42 35 43 46 38 35 37 33 35 38 46 40 42 41 43 47 39 41 37 43 46 41 44 42 37 49 42 40 39 41 48 49 47 17766 17767 17771 17772 17773 17776 17781 17784 17790 17791 17794 17795 17800 17802 17805 17808 17813 17814 17816 17817 17818 17819 17828 17829 17830 17834 17835 17841 17846 17849 20254 20258 20260 20261 20267 20271 20272 20274 20275 20278 20279 20288 20289 20290 20292 20293 20294 20298 20306 20308 20309 20312 20313 20314 20315 20318 20325 20329 20332 20335 20337 20340 20343 20346 20350 20352 20355 20361 20365 20367 20368 20369 20750 20754 20761 20762 20765 20768 20773 20774 20775 227 208 208 209 163 201 237 176 146 231 241 305 149 183 235 244 199 224 173 192 157 172 170 215 214 195 230 206 147 234 135 226 179 163 191 138 184 181 224 293 147 198 152 277 219 182 135 277 212 162 207 255 404 239 220 165 243 149 178 190 226 132 160 204 164 155 251 198 179 223 207 244 245 191 221 300 173 138 203 260 166 98 122 95 89 83 100 118 90 79 70 92 91 77 69 109 101 153 85 225 124 91 117 67 97 67 171 86 90 86 78 88 68 75 69 74 95 92 101 98 115 78 92 103 119 105 74 88 88 82 76 102 100 206 97 95 76 74 138 64 228 97 83 82 173 91 81 118 86 90 88 71 89 119 81 120 65 85 81 71 67 77 66 51 32 43 57 46 45 34 41 110 40 44 49 51 59 39 77 30 31 31 34 56 33 46 47 29 37 38 34 54 34 83 36 48 33 40 36 44 44 54 42 62 32 62 63 44 47 45 68 40 43 34 33 55 58 46 42 50 52 57 70 40 41 37 67 70 38 66 60 42 41 92 26 53 83 59 58 45 78 46 68 3 4 7 5 3 4 5 5 4 2 6 7 3 4 4 6 3 8 6 6 5 3 5 5 5 7 6 5 4 4 4 3 5 3 6 4 5 4 5 5 4 3 5 5 4 4 3 6 3 4 5 8 12 4 4 4 6 3 3 3 3 3 4 6 2 2 7 3 3 5 5 3 9 4 3 5 3 3 3 6 2 6 6 6 5 5 4 8 4 5 4 5 5 5 4 7 4 5 5 10 5 6 4 6 5 4 6 4 4 5 4 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 5 4 5 5 5 5 5 5 5 4 4 5 4 5 4 5 5 4 5 6 11 5 6 4 4 4 4 9 4 6 3 13 4 3 6 6 4 6 10 5 8 6 6 5 4 5 3 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 25 42 56 31 31 27 73 32 19 71 27 31 20 31 62 44 36 36 47 30 63 48 65 59 37 78 23 38 38 41 29 49 23 29 40 38 40 29 78 50 23 60 40 60 40 30 21 63 63 43 46 64 56 35 59 22 43 26 41 43 20 28 30 66 20 32 38 61 26 74 72 21 36 42 66 34 43 57 45 44 27 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 0 0 1 0 1 1 0 0 1 0 0 1 1 1 1 0 1 1 0 1 0 1 0 1 1 1 1 0 1 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 0 0 1 1 1 1 0 0 1 0 71 62 68 67 65 65 64 63 60 63 63 71 62 66 63 71 66 69 73 72 69 63 69 63 64 66 71 69 69 67 65 63 65 62 72 60 63 68 63 71 61 70 52 61 62 62 69 64 70 67 63 68 69 74 66 63 64 62 65 65 64 68 63 67 70 65 64 74 60 62 70 71 66 61 64 69 73 66 62 72 162 141 183 160 120 145 174 252 135 155 179 211 115 190 290 168 255 205 260 250 166 170 182 176 145 172 277 167 205 183 123 128 183 99 270 138 285 180 160 170 185 163 187 128 153 125 155 223 161 216 179 227 159 170 138 114 239 174 188 198 114 225 143 146 141 151 248 152 130 165 180 163 179 156 130 160 210 164 115 159 141 22.59195 25.78642 27.82202 25.05681 19.96686 24.12663 29.86377 44.63492 26.3625 27.45402 31.70496 29.42531 21.03148 30.66345 51.36558 23.42868 41.15358 30.2699 34.29912 33.90239 24.51124 30.11086 26.87377 31.1736 24.88647 27.75849 38.62944 24.6589 30.2699 28.65872 20.46604 22.67171 30.44947 18.10536 36.61458 26.94833 50.47997 27.36592 28.33963 23.7076 34.95163 23.38551 48.61723 24.18275 27.98101 22.8603 22.887 38.27368 23.09857 33.82669 31.70496 34.51146 23.47763 21.82432 22.27135 20.19199 41.01978 31.82154 31.28142 32.94533 19.56592 34.2074 25.32855 22.86434 20.22918 25.12497 42.56445 19.51351 25.38611 30.1756 25.82449 22.7314 28.8882 29.47272 22.31201 0 0 0 0 0 0 0 1 0 0 1 0 0 1 1 0 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 1 0 1 0 0 0 1 0 1 0 0 0 0 1 0 1 1 1 0 0 0 0 1 1 1 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 31.00819 21.63483 18.55946 29.0783 19.12095 1 0 0 0 0 2 3 2 2 1 1 3 2 2 1 2 3 1 2 3 2 3 2 2 2 3 2 3 3 2 3 3 2 1 2 1 1 2 1 3 1 3 2 3 2 2 2 1 1 2 1 2 2 3 2 2 2 1 1 1 2 2 1 1 1 2 2 2 1 1 2 1 1 2 2 2 3 2 1 1 2 1 1 1 1 123 118 131 108 136 121 162 100 108 150 120 100 105 125 175 140 118 150 150 142 106 130 140 140 108 130 150 138 130 122 118 121 120 125 136 140 142 130 150 131 127 126 148 140 106 132 110 220 180 100 212 134 162 122 138 112 128 148 130 110 122 136 172 138 122 120 110 138 138 250 138 116 150 138 110 120 130 148 135 140 110 82 78 75 58 86 75 75 72 58 78 75 60 82 70 80 89 66 99 98 79 82 82 65 70 76 82 99 90 96 96 61 75 80 60 70 90 98 78 81 75 71 78 82 86 82 80 68 100 110 70 114 74 88 62 80 78 90 92 76 64 64 86 124 78 86 68 80 76 84 100 88 76 92 84 64 60 75 81 88 94 58 152 102 130 142 80 90 150 85 130 126 90 96 142 96 158 128 80 74 202 190 98 114 210 112 150 80 138 138 90 84 176 124 130 86 130 95 35 33 36 30 29 32 38 45 33 33 40 40 31 41 55 36 47 37 42 43 39 35 42 34 34 40 50 36 39 38 26 31 43 30 45 31 50 38 36 34 43 36 38 33 36 31 31 45 37 41 38 44 38 32 32 28 48 38 35 40 31 41 33 36 32 33 49 33 32 41 39 34 37 36 31 40 44 31 30 36 33 39 40 39 44 40 35 44 58 40 41 42 45 37 47 62 39 52 41 47 51 38 42 39 44 42 40 49 47 41 40 37 36 45 36 49 39 60 42 45 39 47 40 49 39 44 39 39 54 40 44 46 47 39 38 38 35 53 46 46 49 39 52 40 48 39 40 58 38 40 46 40 39 42 42 38 47 47 37 34 43 38 20782 20783 20784 20787 20790 21254 21255 21257 21281 21284 21298 21318 21320 21321 21322 21323 21329 21333 21334 21338 21341 21343 21345 21346 21347 21357 21359 40251 40253 40500 40501 40502 40751 40754 40755 40762 40764 40772 40773 40774 40775 40784 40785 40786 40787 40789 40792 40797 40799 40803 40804 40805 41000 41001 41003 41004 41021 41023 41029 41034 41035 41036 41037 41039 41041 41055 41063 41065 41075 41078 41253 41254 41500 41501 41503 41506 41507 41510 41752 41756 180 159 207 298 203 191 231 184 164 134 220 180 216 158 261 172 249 189 225 193 219 156 224 181 306 122 219 150 185 226 206 199 239 235 184 242 307 204 212 203 219 226 217 157 235 252 204 188 194 215 179 202 194 227 337 255 162 322 289 217 209 214 302 179 279 144 270 196 221 210 192 169 179 216 301 296 284 194 199 159 92 172 75 84 104 155 84 76 94 101 60 76 155 74 101 70 81 80 74 75 78 86 71 77 92 82 130 80 67 100 83 81 85 106 99 297 87 94 88 90 173 279 75 92 102 161 71 84 95 64 105 84 87 85 85 83 90 87 267 87 91 77 81 85 270 81 73 120 126 81 85 104 85 84 90 369 89 269 76 88 34 28 44 50 36 58 91 42 58 36 66 46 30 64 83 36 28 40 36 49 67 34 42 46 56 43 44 38 59 65 68 36 63 37 36 34 58 54 36 51 31 52 54 47 42 87 55 46 36 84 60 33 65 26 62 90 46 92 38 40 36 48 57 52 40 28 40 67 48 81 69 58 50 64 118 46 54 38 52 79 5 6 5 6 6 3 3 4 3 4 3 4 7 3 3 5 9 5 6 4 3 5 5 4 6 3 5 4 3 4 3 6 4 6 5 7 5 4 6 4 7 4 4 3 6 3 4 4 5 3 3 6 3 9 5 3 4 4 8 5 6 5 5 3 7 5 7 3 5 3 3 3 4 3 3 6 5 5 4 2 4 8 5 0 1 0 8 5 5 4 5 11 4 6 3 5 4 5 4 5 5 4 5 5 4 6 4 7 4 5 5 5 5 5 7 4 12 4 4 5 15 10 10 4 6 5 11 4 4 5 4 5 4 4 5 5 4 6 4 11 4 5 4 5 4 8 4 4 9 6 5 4 5 5 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 4 16 4 14 4 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 63 65 30 28 41 31 33 66 28 25 26 40 38 30 52 22 51 45 53 21 53 37 34 30 74 36 45 35 50 27 52 42 39 73 28 53 49 55 37 60 56 84 20 80 60 80 29 43 63 37 20 44 54 58 35 52 60 43 59 33 37 40 38 32 60 30 42 52 59 78 51 25 37 54 89 53 51 29 41 68 0 0 0 0 0 1 0 0 1 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 1 1 0 0 0 0 0 1 1 0 1 0 0 1 1 1 0 0 1 1 0 0 1 0 1 1 0 1 1 1 1 69 70 72 66 71 62 69 74 67 63 70 64 68 62 64 64 65 69 63 61 64 67 60 66 69 71 67 73 64 69 69 67 60 65 67 69 67 66 64 59 65 60 67 71 69 62 64 66 58 59 58 68 69 70 72 70 63 56 68 62 70 72 67 62 68 72 66 62 62 66 65 60 66 66 61 69 63 69 63 64 169 181 180 209 210 237 163 185 180 245 150 146 145 142 198 148 200 190 182 220 179 212 165 257 184 183 218 179 228 289 153 235 144 183 154 216 181 202 160 123 197 192 187 212 186 162 120 152 210 148 170 157 129 211 189 120 121 120 169 186 262 222 222 179 224 165 185 147 177 145 146 154 136 168 115 173 154 167 197 220 24.95421 25.96796 24.40972 33.7298 29.28586 43.34313 24.06826 23.75 28.18891 43.39506 21.52041 25.05811 22.04477 25.9693 33.98291 25.40137 33.27811 28.05503 32.23633 41.5641 30.72192 33.20027 32.22083 41.47635 27.16908 25.52053 34.1399 23.61362 39.13184 42.67318 22.59168 36.80218 28.12 30.44947 24.11718 31.89414 28.34551 32.60009 27.46094 24.84028 32.77893 37.49333 29.28514 29.56477 27.4644 29.62695 20.5957 24.53076 43.88526 29.88911 35.52616 23.86916 19.04789 30.27204 25.63021 17.21633 21.43185 26.90051 25.69356 34.01613 37.58898 30.10532 34.76632 32.73595 34.05536 22.37558 29.85652 26.88371 32.37019 23.40106 24.29302 30.07278 21.94858 27.11295 21.72669 25.54484 27.2769 24.6589 34.89317 37.75879 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 1 3 1 2 3 1 2 1 1 2 2 2 2 1 2 3 3 1 2 1 2 2 3 3 2 2 3 1 3 2 3 1 3 1 1 1 2 1 1 2 2 2 1 1 1 2 2 2 1 1 3 2 2 2 3 1 2 2 2 2 3 1 3 2 2 3 3 2 2 2 2 2 2 1 2 2 145 142 118 131 140 140 140 130 128 142 136 128 110 108 152 90 122 140 126 130 135 122 135 162 140 110 172 138 142 130 140 178 162 134 124 142 120 140 124 130 100 144 110 156 148 160 110 122 140 140 140 125 170 144 124 170 110 120 142 140 130 120 128 140 174 118 146 144 130 110 130 140 190 132 218 138 140 120 120 100 72 81 62 111 112 87 70 75 94 78 88 82 60 68 92 48 90 75 80 82 100 74 80 108 72 80 110 92 90 100 98 100 90 78 94 96 80 90 82 72 50 88 72 88 98 100 70 80 100 100 100 80 96 82 84 110 64 98 79 90 94 84 82 96 90 78 94 94 78 70 110 95 94 90 90 94 100 70 78 72 142 70 130 138 80 89 124 141 96 80 162 92 170 98 158 110 168 135 142 170 142 170 152 108 88 92 114 102 96 90 110 142 74 98 140 90 146 82 158 130 160 86 100 100 136 136 138 100 92 82 160 144 94 80 166 108 122 100 138 130 84 88 148 174 100 84 149 142 94 92 170 130 172 126 238 130 146 118 94 100 80 90 94 102 35 43 35 42 37 53 35 40 39 47 33 37 34 39 49 41 46 42 56 38 41 43 58 39 43 37 42 35 43 39 38 40 39 48 34 47 39 41 41 32 42 48 36 47 33 43 35 43 41 43 37 36 41 41 40 47 40 44 33 37 44 32 34 33 30 38 36 30 32 32 36 42 42 40 41 37 48 31 39 34 39 38 49 38 46 44 46 52 47 51 46 55 41 45 45 37 54 51 40 52 42 46 38 45 42 47 45 41 50 48 45 48 42 41 38 41 53 42 46 37 37 43 44 33 34 41 38 46 48 44 51 47 50 38 41 42 45 39 40 33 38 31 35 32 33 41 49 42 39 42 41 39 43 40 48 58 One sample t test Introduction Statistical analysis plays an important role for checking the different claim. We check these different claims by using the testing hypothesis or inferential statistics. Here, we have to use the one of the test called as one sample t test for the population and by using we have to check the claim or hypothesis for drawing the results regarding the claim. Let us see this one sample t test in detail given as below: Hypothesis For this one sample t test it is important to establish the null and alternative hypothesis. The null and alternative hypothesis for this test is given as below: Null hypothesis: H0: The average WHR for the population is given as 0.85. Alternative hypothesis: Ha: The average WHR for the population is greater than 0.85. Symbolically, we write these hypotheses as below: H0: = 0.85 versus Ha: > 0.85 This is a one tailed (Right tailed) test. WHR is defined as the waist size divided by hip size. We assume the level of significance or the value of alpha for this test as 0.05 or 5%. Statistical Analysis In this topic, we have to see the statistical analysis for checking the claim by using the one sample t test for the population mean. We have given the level of significance as 0.05. The formula for test statistic t is given as below: The values for the test statistic, critical value and p-values for this test are summarised in the following table: t Test for Hypothesis of the Mean Data Null Hypothesis = 0.85 Level of Significance 0.05 Sample Size 403 0.87904150 Sample Mean 1 Sample Standard 0.08468955 Deviation 6 Intermediate Calculations Standard Error of the Mean 0.0042 Degrees of Freedom 402 t Test Statistic 6.8840 Upper-Tail Test Upper Critical Value 1.6487 p-Value 0.0000 Reject the null hypothesis Conclusion For this one sample t test we get the p-value as 0.00 which is less than the given level of significance or the alpha value 0.05. We know if the p-value is less than given level of significance then we reject the null hypothesis and if p-value is greater than given level of significance then we do not reject the null hypothesis. Here, p-value is less than the level of significance so we reject the null hypothesis that the average WHR for the population is given as 0.85, this means we concluded that average WHR for the population is greater than 0.85. References Schervish, Mark J. (1995). Theory of statistics (Corr. 2nd print. ed.). New York: Springer Moses, Lincoln E. (1986) Think and Explain with Statistics, Addison-Wesley Hays, William Lee, (1973) Statistics for the Social Sciences, Holt, Rinehart and Winston t Test for Hypothesis of the Mean Data Null Hypothesis m= Level of Significance Sample Size Sample Mean Sample Standard Deviation 0.85 0.05 403 0.8790415012 0.0846895556 Intermediate Calculations Standard Error of the Mean Degrees of Freedom t Test Statistic Upper-Tail Test Upper Critical Value p-Value Reject the null hypothesis 0.0042 402 6.8840 1.6487 0.0000 Calculations Area For one-tailed tests: TDIST value 1.12E-011 1-TDIST value 1 Description: This study aimed to understand the prevalence of obesity, diabetes, and other cardiovascular risk factors in central Virginia for African Americans. These are real data and blanks in the worksheet mean that the observation is not available (this is known as a \"missing value.\"). Reference 1: Willems JP, Saunders JT, DE Hunt, JB Schorling: Prevalence of coronary heart disease risk factors among rural blacks: A communitybased study. Southern Medical Journal 90:814-820; 1997 Reference 2: Schorling JB, Roach J, Siegel M, Baturka N, Hunt DE, Guterbock TM, Stewart HL: A trial of church-based smoking cessation interventions for rural African Americans. Preventive Medicine 26:92-101; 1997 Variable name id chol glucose hdl ratio glyhb diabetes location age gender height weight bmi obese frame systolicbp1 diastolicbp1 systolicbp2 diastolicbp2 waist hip Description Subject ID Total Cholesterol Stabilized Glucose High Density Lipoprotein Cholesterol/HDL Ratio Glycosolated Hemoglobin Has Diabetes? (0=no, 1=yes) Location (0=Buckingham, 1=Louisa) Age (years) Gender (0=male, 1=female) Height (in) Weight (lbs) (weight in pounds/(height in inches*height in inches))*703 0=no, 1=yes (BMI >30) Body Frame (1=small, 2=medium, 3=large) First Systolic Blood Pressure First Diastolic Blood Pressure Second Systolic Blood Pressure Second Diastolic Blood Pressure Waist (in) Hip (in) id 1000 1001 1002 1003 1005 1008 1011 1015 1016 1022 1024 1029 1030 1031 1035 1036 1037 1041 1045 1250 1252 1253 1254 1256 1271 1277 1280 1281 1282 1285 1301 1303 1304 1305 1309 1312 1313 1314 1315 1316 1317 1321 1323 1326 1500 1501 1502 2004 2750 2753 2754 2756 2757 2758 2762 2763 2765 2770 2773 2774 2775 2777 2778 2780 2784 2785 2787 2791 2793 2794 2795 3250 3750 3751 3752 4000 4500 4501 4506 4515 chol 203 165 228 78 249 248 195 227 177 263 242 215 238 183 191 213 255 230 194 196 186 234 203 281 228 179 232 254 215 177 182 265 182 199 183 194 190 173 182 136 218 225 262 213 243 148 128 169 157 196 237 212 233 289 193 204 165 237 218 296 178 443 145 234 146 223 213 173 232 171 164 170 180 204 209 242 134 217 251 glucose 82 97 92 93 90 94 92 75 87 89 82 128 75 79 76 83 78 112 81 206 97 65 299 92 66 80 87 74 84 72 101 85 330 85 87 81 86 107 80 206 81 68 83 84 76 52 193 223 85 74 82 87 97 92 111 106 128 94 233 88 262 78 185 85 80 77 75 203 131 184 92 86 69 84 57 113 108 105 81 94 hdl 56 24 37 12 28 69 41 44 49 40 54 34 36 46 30 47 38 64 36 41 50 76 43 41 45 92 30 ratio 4 7 6 7 9 4 5 5 4 7 5 6 7 4 6 5 7 4 5 5 4 3 5 7 5 2 8 52 42 36 43 34 37 63 60 67 32 57 43 51 46 42 38 40 59 14 24 51 47 58 41 45 39 50 63 61 69 58 39 60 59 23 29 63 60 85 75 69 114 54 40 64 69 74 65 53 42 60 36 5 5 5 4 8 5 3 3 3 6 3 4 3 5 5 7 5 4 11 5 3 3 3 6 5 6 6 3 3 2 4 6 5 3 19 5 4 2 3 3 3 2 3 4 3 3 3 3 5 3 4 7 glyhb 4 4 5 5 8 5 5 4 5 6 5 5 4 5 5 3 4 5 5 11 6 5 13 6 5 4 5 4 5 4 5 4 16 6 4 4 3 4 6 8 5 4 4 diabetes 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 6 4 6 11 6 6 4 5 6 5 9 6 5 5 14 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 11 5 14 4 1 0 1 0 4 4 11 4 8 5 5 4 5 6 7 5 4 4 7 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 location 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 age 46 29 58 67 64 34 30 37 45 55 60 38 27 40 36 33 50 20 36 62 70 47 38 66 24 41 37 48 43 40 42 52 61 61 25 47 35 46 57 70 22 52 36 43 72 37 54 60 40 55 76 43 65 45 70 20 62 92 49 44 74 36 51 38 31 28 22 71 76 91 40 23 20 40 52 76 46 48 22 58 gender 1 1 1 0 0 0 0 0 0 1 1 1 1 1 0 1 1 0 0 1 0 0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 0 0 1 1 0 0 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 height 62 64 61 67 68 71 69 59 69 63 65 58 60 59 69 65 65 67 64 65 67 67 69 62 61 72 68 68 62 70 65 68 74 69 66 66 66 72 71 69 66 62 67 75 59 64 67 67 65 66 65 64 61 64 60 68 68 62 62 66 63 70 70 70 64 62 63 61 61 71 69 64 68 75 60 62 70 71 63 weight bmi 121 22.128772 218 37.415527 256 48.365493 119 18.635999 183 27.822016 190 26.496727 191 28.202689 170 34.332088 166 24.511237 202 35.778786 156 25.956923 195 40.750595 170 33.197222 165 33.322321 183 27.021424 157 26.123314 183 30.449467 159 24.9002 126 21.625488 196 32.612544 178 27.875696 230 36.019158 288 42.52552 185 33.833247 113 21.348831 118 16.001929 252 38.312284 100 15.203287 145 26.51795 189 27.115714 174 28.951953 139 21.132569 191 24.52027 174 25.692502 118 19.043618 186 30.017906 159 25.660468 205 27.799961 145 20.221186 214 31.598824 160 25.821855 170 31.09001 192 30.068167 253 31.619378 137 27.667624 233 39.98999 165 25.839831 196 30.694587 180 29.950296 219 35.343664 154 25.624142 181 31.065186 187 35.329481 167 28.662354 220 42.961111 274 41.657007 180 27.365917 217 39.685484 189 34.564776 191 30.824839 183 32.413454 161 23.098571 235 33.715306 125 0 165 23.672449 126 21.625488 137 25.054891 165 29.225246 102 19.270626 127 23.993819 214 29.843682 245 36.176223 161 27.632568 264 40.136678 142 17.746844 143 27.924722 183 33.467482 173 24.820204 223 31.09879 154 27.276896 obese 0 1 1 0 0 0 0 1 0 1 0 1 1 1 0 0 1 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 0 1 1 0 1 1 1 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 frame systolicbp1 diastolicbp1 systolicbp2 diastolicbp2 2 118 59 3 112 68 3 190 92 185 92 3 110 50 2 138 80 3 132 86 2 161 112 161 112 2 3 160 80 128 86 1 108 72 2 130 90 130 90 2 102 68 2 130 80 2 2 100 66 2 130 90 120 96 2 130 100 2 100 90 2 110 76 3 178 90 3 148 88 148 84 3 137 100 149 110 3 136 83 3 158 88 160 88 2 100 70 110 70 1 144 112 3 140 95 1 120 85 2 125 70 2 180 122 170 112 2 146 94 139 89 3 130 90 2 170 88 168 80 2 176 86 180 90 2 120 78 2 140 97 2 115 64 2 2 124 64 3 158 90 160 96 3 105 85 2 142 79 3 149 89 136 88 3 124 80 3 130 60 2 110 82 2 140 65 2 110 68 2 106 82 2 150 82 142 78 158 78 140 84 2 104 90 3 158 94 149 96 3 124 86 2 126 80 1 165 110 153 100 3 141 81 3 160 82 3 130 90 3 138 79 3 159 99 160 103 2 130 79 2 158 98 148 88 2 1 2 2 2 2 3 2 2 1 3 2 3 2 3 121 120 120 150 160 170 138 126 108 142 140 156 130 178 120 174 71 90 70 80 60 82 94 75 70 98 90 78 86 120 75 75 145 160 80 60 140 80 130 92 144 76 182 110 waist 29 46 49 33 44 36 46 34 34 45 39 42 35 37 36 37 37 31 30 46 42 45 48 48 33 28 43 27 31 37 37 29 39 49 32 39 31 46 31 45 35 40 40 43 40 49 42 42 40 43 37 36 43 39 51 49 38 51 43 40 42 34 43 31 35 28 28 34 31 35 41 44 37 43 31 35 37 36 46 38 hip WHR 38 0.7631579 48 0.9583333 57 0.8596491 38 0.8684211 41 1.0731707 42 0.8571429 49 0.9387755 39 0.8717949 40 0.85 50 0.9 45 0.8666667 50 0.84 41 0.8536585 43 0.8604651 40 0.9 41 0.902439 43 0.8604651 39 0.7948718 34 0.8823529 51 0.9019608 41 1.0243902 46 0.9782609 55 0.8727273 44 1.0909091 38 0.8684211 36 0.7777778 47 0.9148936 33 0.8181818 38 0.8157895 39 0.9487179 40 0.925 35 0.8285714 41 0.9512195 43 1.1395349 34 0.9411765 44 0.8863636 35 0.8857143 49 0.9387755 36 0.8611111 48 0.9375 40 0.875 43 0.9302326 42 0.952381 49 0.877551 40 1 57 0.8596491 42 1 43 0.9767442 44 0.9090909 52 0.8269231 41 0.902439 46 0.7826087 47 0.9148936 44 0.8863636 54 0.9444444 58 0.8448276 41 0.9268293 51 1 47 0.9148936 45 0.8888889 48 0.875 40 0.85 48 0.8958333 35 0.8857143 39 0.8974359 32 0.875 35 0.8 42 0.8095238 33 0.9393939 38 0.9210526 39 1.0512821 47 0.9361702 40 0.925 54 0.7962963 35 0.8857143 40 0.875 45 0.8222222 40 0.9 50 0.92 41 0.9268293 4517 4750 4751 4753 4758 4759 4760 4761 4763 4767 4770 4771 4772 4776 4780 4783 4786 4787 4789 4790 4792 4793 4794 4795 4796 4801 4802 4803 4805 4808 4813 4818 4821 4822 4823 4825 4826 4827 4833 4835 4840 4841 4842 4843 10000 10001 10012 10014 10016 10020 12002 12004 12005 12006 12501 12502 12506 12507 12509 12751 12754 12760 12761 12763 12765 12766 12768 12769 12772 12778 13250 13254 13500 13501 13503 13505 14756 14758 15007 15008 15010 217 300 218 189 185 206 218 189 229 228 159 249 170 174 204 203 241 245 143 224 168 184 199 158 209 214 293 227 292 218 244 283 186 273 193 194 231 217 174 225 268 195 179 215 185 132 175 179 228 181 160 188 168 318 192 209 129 160 160 211 262 201 263 219 191 171 219 347 269 164 181 190 255 218 223 254 236 176 158 181 151 88 103 87 96 84 85 182 75 95 76 88 197 106 125 62 84 86 120 91 341 69 79 130 91 176 111 85 105 235 80 101 83 74 94 77 80 105 78 173 84 85 108 70 119 76 99 91 81 115 177 100 77 101 270 109 87 110 122 196 48 93 81 82 112 83 97 112 197 73 71 255 84 112 126 90 342 102 92 91 83 85 40 44 38 47 52 46 54 72 74 53 43 44 42 44 70 75 63 39 37 33 45 39 48 48 55 59 94 44 55 71 36 74 76 49 49 34 61 48 34 82 51 46 52 44 58 34 42 35 61 24 36 45 59 108 44 34 42 41 33 34 43 87 92 73 88 69 73 42 34 63 26 44 34 32 48 37 36 55 31 44 48 5 7 6 4 4 5 4 3 3 4 4 6 4 4 3 3 4 6 4 7 4 5 4 3 4 4 3 5 5 3 7 4 2 6 4 6 4 5 5 3 5 4 3 4 3 4 4 5 4 8 4 4 3 3 4 6 3 4 5 6 6 2 3 3 2 3 3 8 8 3 7 4 8 7 5 7 7 3 5 4 3 5 5 6 4 5 5 11 5 5 4 5 9 5 5 5 4 5 8 5 10 4 4 5 4 10 4 5 6 8 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 5 4 5 4 4 5 0 0 0 0 0 0 5 4 4 8 4 10 5 4 4 5 6 8 5 5 5 7 5 4 6 6 8 7 5 5 5 9 5 4 5 6 5 5 10 6 6 5 6 13 6 5 6 4 4 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 1 1 34 61 40 28 53 67 51 49 65 54 38 64 41 67 27 21 41 47 61 65 28 41 37 50 57 28 31 83 79 68 32 26 36 53 19 63 58 53 50 41 48 59 34 63 23 21 23 36 71 64 43 31 44 60 43 48 56 55 49 58 33 48 66 59 45 52 76 36 41 20 50 43 82 35 47 75 62 31 50 39 33 0 1 0 1 1 0 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 73 67 73 64 61 67 62 62 66 68 63 61 68 67 63 59 63 65 67 63 69 61 71 61 68 67 59 70 70 70 72 69 64 61 73 63 63 70 71 70 67 72 63 76 65 65 63 63 71 64 67 64 65 64 63 74 67 71 67 63 68 66 66 67 71 64 70 62 72 71 62 66 69 65 68 76 62 70 66 69 219 28.890411 169 26.466251 200 26.383937 200 34.326172 145 27.394518 178 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30.845918 255 41.153581 308 45.478681 0 0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 1 1 2 1 1 2 2 3 3 2 2 3 3 2 1 3 2 2 2 2 3 2 3 3 3 2 1 2 2 2 3 3 1 2 1 2 3 2 3 1 1 1 2 2 1 3 2 2 3 3 1 2 1 2 3 1 1 2 3 2 2 1 1 2 1 1 2 3 2 1 3 3 2 3 3 3 1 3 2 3 145 138 120 136 147 119 139 120 125 121 138 151 103 119 110 125 112 142 160 160 111 136 136 136 115 130 110 150 170 130 132 158 138 160 118 131 141 139 159 150 150 150 138 160 124 112 110 110 170 130 180 122 130 132 141 111 140 136 150 162 110 145 104 146 130 125 125 140 126 108 140 135 179 139 120 151 150 110 138 140 110 100 78 76 52 72 68 69 80 64 62 79 85 64 72 90 85 72 102 92 80 65 96 84 90 68 90 90 90 90 73 90 104 82 96 70 88 99 79 99 80 105 102 82 68 78 62 80 76 92 66 110 70 88 72 79 62 75 83 98 78 68 95 64 92 90 72 82 86 90 78 86 88 89 90 86 87 80 72 89 98 90 148 79 117 68 156 150 158 106 98 80 130 94 126 84 156 170 88 100 158 108 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27.112948 115 21.726686 173 25.544844 154 27.276896 167 24.658895 197 34.893172 220 37.758789 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 1 3 1 2 3 1 2 1 1 2 2 2 2 1 2 3 3 1 2 1 2 2 3 3 2 2 3 1 3 2 3 1 3 1 1 1 2 1 1 2 2 2 1 1 1 2 2 2 1 1 3 2 2 2 3 1 2 2 2 2 3 1 3 2 2 3 3 2 2 2 2 2 2 1 2 2 145 142 118 131 140 140 140 130 128 142 136 128 110 108 152 90 122 140 126 130 135 122 135 162 140 110 172 138 142 130 140 178 162 134 124 142 120 140 124 130 100 144 110 156 148 160 110 122 140 140 140 125 170 144 124 170 110 120 142 140 130 120 128 140 174 118 146 144 130 110 130 140 190 132 218 138 140 120 120 100 72 81 62 111 112 87 70 75 94 78 88 82 60 68 92 48 90 75 80 82 100 74 80 108 72 80 110 92 90 100 98 100 90 78 94 96 80 90 82 72 50 88 72 88 98 100 70 80 100 100 100 80 96 82 84 110 64 98 79 90 94 84 82 96 90 78 94 94 78 70 110 95 94 90 90 94 100 70 78 72 142 70 130 138 80 89 124 141 96 80 162 92 170 98 158 110 168 135 142 170 142 170 152 108 88 92 114 102 96 90 110 142 74 98 140 90 146 82 158 130 160 86 100 100 136 136 138 100 92 82 160 144 94 80 166 108 122 100 138 130 84 88 148 174 100 84 149 142 94 92 170 130 172 126 238 130 146 118 94 100 80 90 94 102 35 43 35 42 37 53 35 40 39 47 33 37 34 42 35 43 39 38 40 39 48 34 47 39 41 41 32 42 48 36 47 33 43 35 43 41 43 37 36 41 41 40 47 40 44 33 37 44 32 34 33 30 38 36 30 32 32 36 42 42 40 41 37 48 31 39 34 39 38 40 40 33 38 31 35 32 33 41 49 39 0.8974359 49 0.877551 41 0.8536585 46 0.9130435 42 0.8809524 56 0.9464286 38 0.9210526 41 0.9756098 43 0.9069767 58 0.8103448 39 0.8461538 43 0.8604651 37 0.9189189 #DIV/0! 49 0.8571429 38 0.9210526 46 0.9347826 44 0.8863636 46 0.826087 52 0.7692308 47 0.8297872 51 0.9411765 46 0.7391304 55 0.8545455 41 0.9512195 45 0.9111111 45 0.9111111 37 0.8648649 54 0.7777778 51 0.9411765 40 0.9 52 0.9038462 42 0.7857143 46 0.9347826 38 0.9210526 45 0.9555556 42 0.9761905 47 0.9148936 45 0.8222222 41 0.8780488 50 0.82 48 0.8541667 45 0.8888889 48 0.9791667 42 0.952381 41 1.0731707 38 0.8684211 41 0.902439 53 0.8301887 42 0.7619048 46 0.7391304 37 0.8918919 37 0.8108108 43 0.8837209 44 0.8181818 33 0.9090909 34 0.9411765 41 0.7804878 38 0.9473684 46 0.9130435 48 0.875 44 0.9090909 51 0.8039216 47 0.787234 50 0.96 38 0.8157895 41 0.9512195 42 0.8095238 45 0.8666667 39 0.974359 40 1 42 0.952381 39 0.8461538 42 0.9047619 41 0.7560976 39 0.8974359 43 0.744186 40 0.825 48 0.8541667 58 0.8448276 WHR 0.763158 0.958333 0.859649 0.868421 1.073171 0.857143 0.938776 0.871795 0.85 0.9 0.866667 0.84 0.853659 0.860465 0.9 0.902439 0.860465 0.794872 0.882353 0.901961 1.02439 0.978261 0.872727 1.090909 0.868421 0.777778 0.914894 0.818182 0.815789 0.948718 0.925 0.828571 0.95122 1.139535 0.941176 0.886364 0.885714 0.938776 0.861111 0.9375 0.875 0.930233 0.952381 0.877551 1 0.859649 1 0.976744 0.909091 0.826923 0.902439 0.782609 0.914894 0.886364 0.944444 0.844828 0.926829 1 0.914894 0.888889 0.875 0.85 0.895833 0.885714 0.897436 0.875 0.8 0.809524 0.939394 0.921053 1.051282 0.93617 0.925 0.796296 0.885714 0.875 0.822222 0.9 0.92 0.926829 0.97619 0.909091 0.926829 0.844444 0.925 0.902439 0.792453 0.816327 0.880952 0.878049 0.85 0.804878 0.966667 0.837209 0.795455 0.717949 0.74359 0.897436 0.8 0.976744 0.913043 0.871795 0.823529 0.9 0.923077 0.97561 0.97619 0.875 0.95122 0.880952 0.886364 0.931818 0.815789 0.790698 0.842105 0.871795 0.8125 0.825 0.796875 0.775 0.914286 0.883721 0.794872 0.809524 0.8 0.906977 0.88 0.916667 0.941176 0.93617 0.925 0.886792 0.930233 0.863636 0.854839 0.842105 0.894737 0.895833 1.088889 0.883721 0.717391 0.780488 0.939394 0.925 0.868421 0.846154 0.878788 1.040816 0.95122 0.805556 1.142857 0.888889 0.860465 0.95122 0.851852 0.977778 0.897436 0.857143 0.888889 0.851852 0.896552 0.810811 0.837209 0.829787 0.833333 0.828571 0.923077 0.804348 0.906977 0.904762 0.756757 0.881356 0.95 0.902439 0.846154 1.027027 0.844444 0.851064 1.045455 0.978261 0.978261 0.829268 0.733333 0.840909 1.047619 0.754717 0.860465 0.837209 0.87234 0.866667 0.842105 0.783784 0.925 0.886364 0.860465 0.973684 0.894737 1.06383 0.916667 0.969697 0.810811 0.790698 0.9375 1.044444 0.970588 0.878788 0.868421 0.93617 0.860465 0.952381 0.828571 0.790698 0.978261 1 0.857143 0.864865 0.787879 0.942857 0.842105 0.891304 0.775 0.785714 0.926829 0.860465 0.829787 0.897436 0.829268 0.756757 0.930233 0.826087 0.902439 0.863636 0.880952 0.945946 0.938776 0.904762 0.8 0.974359 0.97561 0.9375 0.979592 0.87234 0.897436 0.825 0.923077 0.681818 0.725 0.914286 0.863636 0.775862 0.825 0.804878 0.952381 0.888889 0.837838 0.87234 0.887097 0.923077 0.903846 0.902439 0.893617 0.843137 1.026316 0.833333 1.076923 0.772727 0.809524 1 1.020408 0.765957 0.95122 0.95 0.702703 0.861111 0.955556 0.833333 0.918367 0.794872 0.833333 0.904762 0.8 0.871795 0.914894 0.9 0.77551 0.846154 0.818182 0.794872 0.794872 0.833333 0.925 0.931818 0.826087 0.93617 0.974359 0.842105 0.842105 0.8 0.90566 0.826087 0.76087 0.816327 0.794872 0.788462 0.825 0.75 0.820513 0.825 0.844828 0.868421 0.8 0.891304 0.975 0.871795 0.880952 0.857143 0.815789 0.851064 0.93617 0.837838 0.882353 0.837209 0.868421 0.897436 0.877551 0.853659 0.913043 0.880952 0.946429 0.921053 0.97561 0.906977 0.810345 0.846154 0.860465 0.918919 0 0.857143 0.921053 0.934783 0.886364 0.826087 0.769231 0.829787 0.941176 0.73913 0.854545 0.95122 0.911111 0.911111 0.864865 0.777778 0.941176 0.9 0.903846 0.785714 0.934783 0.921053 0.955556 0.97619 0.914894 0.822222 0.878049 0.82 0.854167 0.888889 0.979167 0.952381 1.073171 0.868421 0.902439 0.830189 0.761905 0.73913 0.891892 0.810811 0.883721 0.818182 0.909091 0.941176 0.780488 0.947368 0.913043 0.875 0.909091 0.803922 0.787234 0.96 0.815789 0.95122 0.809524 0.866667 0.974359 1 0.952381 0.846154 0.904762 0.756098 0.897436 0.744186 0.825 0.854167 0.844828 One sample t test Introduction Statistical analysis plays an important role for checking the different claim. We check these different claims by using the testing hypothesis or inferential statistics. Here, we have to use the one