d pressure ranges from 90 to 120 mmhg. does the data provide…

QuestionAnswered step-by-stepd pressure ranges from 90 to 120 mmhg. does the data provide…d pressure ranges from 90 to 120 mmhg. does the data provide evidence …Question: Healthy systolic blood pressure ranges from 90 to 120 mmHg. Does the data provide evidence that p…Healthy systolic blood pressure ranges from 90 to 120 mmHg. Does the data provide evidence that patients with heart disease have a mean above this level? Use the dataset and the resting blood pressure variable to conduct a significance test at a 5% significance level and determine if the data does or does not provide significant evidence in favor of the claim that the mean resting blood pressure is greater than 125 mmHgVariable Descriptionage Age of patientchest pain level chest pain ranges from 1-4. A value of ‘1’ denotes typical angina, ‘2’ denotes aytpical angina, ‘3’ is non-anginal pain and ‘4’ are asymptomatic (no symptoms).resting blood pressure resting systolic blood pressure in mmHgcholesterol level cholesterol level is the total amount of (serum) cholesterol present in a patient’s blood measured in mg/dL.fasting blood sugar fasting blood sugar is a binary variable, with a ‘1’ if the patient’s blood sugar level is greater than 120 mg/dL and a ‘0’ if the blood sugar level is less than 120 mg/dL.restecg restecg describes the patient’s electrocardiographic (ECG) results when they are at rest. A value of ‘0’ denotes normal results. A value of ‘1’ denotes the patient having ST-T wave abnormality, which can be T wave inversions and/or ST elevation or a depression of greater than 0.05mV. A value of ‘2’ means the patient shows probable or definite left ventricular hypertrophy,max hr during thalach max hr during thalach is the maximum heart rate achieved during a thallium scan, while the patient is exercising.exang exang is a binary variable denoting if a patient has Exercise Induced Angina EIA (‘1’) or not (‘0’)for the questions requiring the data set can you explain in theory what to do please and thank you1. State the null and alternative hypothesis.2.Compute the sample mean and the sample standard deviation from the dataset.3. Compute a test statistic and P-value. Identify your test statistic as z or t and give the degrees of freedom if necessary.4. Based on your results, what conclusion do you reach?5. Briefly explain what the phrase statistically significant means and how it applies to this situation.6. Discuss the effect on your conclusion above if you increased or decreased the significance level Patient age chest pain level resting blood pressure cholesterol level fasting blood sugar restecg max hr during thalach exang1 63 3 145 233 1 0 150 02 37 2 130 250 0 1 187 03 41 1 130 204 0 0 172 04 56 1 120 236 0 1 178 05 57 0 120 354 0 1 163 16 57 0 140 192 0 1 148 07 56 1 140 294 0 0 153 08 44 1 120 263 0 1 173 09 52 2 172 199 1 1 162 010 57 2 150 168 0 1 174 011 54 0 140 239 0 1 160 012 48 2 130 275 0 1 139 013 49 1 130 266 0 1 171 014 64 3 110 211 0 0 144 115 58 3 150 283 1 0 162 016 50 2 120 219 0 1 158 017 58 2 120 340 0 1 172 018 66 3 150 226 0 1 114 019 43 0 150 247 0 1 171 020 69 3 140 239 0 1 151 021 59 0 135 234 0 1 161 022 44 2 130 233 0 1 179 123 42 0 140 226 0 1 178 024 61 2 150 243 1 1 137 125 40 3 140 199 0 1 178 126 71 1 160 302 0 1 162 027 59 2 150 212 1 1 157 028 51 2 110 175 0 1 123 029 65 2 140 417 1 0 157 030 53 2 130 197 1 0 152 031 41 1 105 198 0 1 168 032 65 0 120 177 0 1 140 033 44 1 130 219 0 0 188 034 54 2 125 273 0 0 152 035 51 3 125 213 0 0 125 136 46 2 142 177 0 0 160 137 54 2 135 304 1 1 170 038 54 2 150 232 0 0 165 039 65 2 155 269 0 1 148 040 65 2 160 360 0 0 151 041 51 2 140 308 0 0 142 042 48 1 130 245 0 0 180 043 45 0 104 208 0 0 148 144 53 0 130 264 0 0 143 045 39 2 140 321 0 0 182 046 52 1 120 325 0 1 172 047 44 2 140 235 0 0 180 048 47 2 138 257 0 0 156 049 53 2 128 216 0 0 115 050 53 0 138 234 0 0 160 051 51 2 130 256 0 0 149 052 66 0 120 302 0 0 151 053 62 2 130 231 0 1 146 054 44 2 108 141 0 1 175 055 63 2 135 252 0 0 172 056 52 1 134 201 0 1 158 057 48 0 122 222 0 0 186 058 45 0 115 260 0 0 185 059 34 3 118 182 0 0 174 060 57 0 128 303 0 0 159 061 71 2 110 265 1 0 130 062 54 1 108 309 0 1 156 063 52 3 118 186 0 0 190 064 41 1 135 203 0 1 132 065 58 2 140 211 1 0 165 066 35 0 138 183 0 1 182 067 51 2 100 222 0 1 143 168 45 1 130 234 0 0 175 069 44 1 120 220 0 1 170 070 62 0 124 209 0 1 163 071 54 2 120 258 0 0 147 072 51 2 94 227 0 1 154 173 29 1 130 204 0 0 202 074 51 0 140 261 0 0 186 175 43 2 122 213 0 1 165 076 55 1 135 250 0 0 161 077 51 2 125 245 1 0 166 078 59 1 140 221 0 1 164 179 52 1 128 205 1 1 184 080 58 2 105 240 0 0 154 181 41 2 112 250 0 1 179 082 45 1 128 308 0 0 170 083 60 2 102 318 0 1 160 084 52 3 152 298 1 1 178 085 42 0 102 265 0 0 122 086 67 2 115 564 0 0 160 087 68 2 118 277 0 1 151 088 46 1 101 197 1 1 156 089 54 2 110 214 0 1 158 090 58 0 100 248 0 0 122 091 48 2 124 255 1 1 175 092 57 0 132 207 0 1 168 193 52 2 138 223 0 1 169 094 54 1 132 288 1 0 159 195 45 1 112 160 0 1 138 096 53 0 142 226 0 0 111 197 62 0 140 394 0 0 157 098 52 0 108 233 1 1 147 099 43 2 130 315 0 1 162 0100 53 2 130 246 1 0 173 0101 42 3 148 244 0 0 178 0102 59 3 178 270 0 0 145 0103 63 1 140 195 0 1 179 0104 42 2 120 240 1 1 194 0105 50 2 129 196 0 1 163 0106 68 2 120 211 0 0 115 0107 69 3 160 234 1 0 131 0108 45 0 138 236 0 0 152 1109 50 1 120 244 0 1 162 0110 50 0 110 254 0 0 159 0111 64 0 180 325 0 1 154 1112 57 2 150 126 1 1 173 0113 64 2 140 313 0 1 133 0114 43 0 110 211 0 1 161 0115 55 1 130 262 0 1 155 0116 37 2 120 215 0 1 170 0117 41 2 130 214 0 0 168 0118 56 3 120 193 0 0 162 0119 46 1 105 204 0 1 172 0120 46 0 138 243 0 0 152 1121 64 0 130 303 0 1 122 0122 59 0 138 271 0 0 182 0123 41 2 112 268 0 0 172 1124 54 2 108 267 0 0 167 0125 39 2 94 199 0 1 179 0126 34 1 118 210 0 1 192 0127 47 0 112 204 0 1 143 0128 67 2 152 277 0 1 172 0129 52 2 136 196 0 0 169 0130 74 1 120 269 0 0 121 1131 54 2 160 201 0 1 163 0132 49 1 134 271 0 1 162 0133 42 1 120 295 0 1 162 0134 41 1 110 235 0 1 153 0135 41 1 126 306 0 1 163 0136 49 0 130 269 0 1 163 0137 60 2 120 178 1 1 96 0138 62 1 128 208 1 0 140 0139 57 0 110 201 0 1 126 1140 64 0 128 263 0 1 105 1141 51 2 120 295 0 0 157 0142 43 0 115 303 0 1 181 0143 42 2 120 209 0 1 173 0144 67 0 106 223 0 1 142 0145 76 2 140 197 0 2 116 0146 70 1 156 245 0 0 143 0147 44 2 118 242 0 1 149 0148 60 3 150 240 0 1 171 0149 44 2 120 226 0 1 169 0150 42 2 130 180 0 1 150 0151 66 0 160 228 0 0 138 0152 71 0 112 149 0 1 125 0153 64 3 170 227 0 0 155 0154 66 2 146 278 0 0 152 0155 39 2 138 220 0 1 152 0156 58 0 130 197 0 1 131 0157 47 2 130 253 0 1 179 0158 35 1 122 192 0 1 174 0159 58 1 125 220 0 1 144 0160 56 1 130 221 0 0 163 0161 56 1 120 240 0 1 169 0162 55 1 132 342 0 1 166 0163 41 1 120 157 0 1 182 0164 38 2 138 175 0 1 173 0165 38 2 138 175 0 1 173 0        MathStatistics and ProbabilitySTAT 101Share Question

Leave a Comment

Your email address will not be published. Required fields are marked *

Order your essay today and save 30% with the discount code ESSAYHELP