USE MINITAB TO SOLVE THIS PROBLEM INCLUDE INTRODUCTION, CONCLUSION AND EXPLAIN THE RESULTS OF EACH STEP Question 1 Observation (CSF DATA) represents the mean colony count off our plates from a single urine specimen from a given subject Using software (MINITAB) perform one way ANOVA and Tukey's procedure using samples of size 30 (not the sample size specified in the book) In your report show the sample data you used Include the observation number with the actual value for reference to the entire data set Post for comparison your sample based results in the discussion boards in response to a starter post that will be provided Again include the sample data Question 2 Refer to the red blood cell data on 1050 subjects (RBC DATA) Suppose that you are a statistical consultant to a medical researcher who is interested in learning something about the relationship between blood folate concentrations in adult females and the quality of their diet The researcher has available three populations of subjects those whose diet quality is rated as good, those whose diets are fair, and those with poor diets For each subject there is also available her red blood cell (RBC) folate value (in mg liter of red cells) Using software (MINITAB) perform one way ANOVA and Tukey's procedure using all data (not the sample analysis specified in the book) Include outlier analysis Question 1 data CSF DATA OBSERV NONE A B C D 1 102 64 130 82 123 2 74 56 136 51 113 3 63 42 137 72 138 4 67 39 107 77 126 5 68 29 155 45 135 6 58 42 137 85 138 7 77 61 138 80 124 8 55 67 120 51 102 9 80 40 138 76 125 10 78 89 165 95 103 11 87 47 138 82 124 12 89 44 163 92 128 13 60 42 144 67 133 14 75 69 129 55 96 15 64 37 131 69 117 16 53 55 138 45 120 17 54 38 148 92 125 18 59 46 127 38 131 19 73 71 134 66 117 20 55 38 170 53 128 21 54 59 131 63 128 22 52 67 144 62 110 23 84 49 172 56 115 24 64 58 115 57 123 25 85 72 154 90 132 26 68 42 140 82 118 27 74 66 128 88 126 28 83 64 157 73 108 29 53 50 154 53 112 30 56 39 151 36 113 31 54 50 151 88 108 32 61 69 154 81 105 33 59 63 137 81 97 34 66 66 157 68 95 35 95 38 133 93 142 36 75 48 173 58 99 37 77 76 172 61 119 38 69 37 130 86 109 39 73 58 145 52 135 40 71 35 136 69 105 41 60 55 140 70 145 42 79 56 140 63 135 43 80 61 141 82 104 44 69 30 142 72 125 45 85 67 149 97 104 46 51 51 145 64 105 47 54 42 135 114 107 48 55 67 164 83 125 49 62 54 147 94 124 50 71 69 155 94 124 51 72 58 160 80 139 52 77 57 138 67 125 53 74 81 155 101 96 54 76 54 127 83 122 55 68 75 175 93 113 56 87 38 133 61 137 57 94 75 148 75 143 58 43 13 124 96 115 59 69 24 150 62 102 60 68 52 131 88 113 61 51 44 130 70 117 62 63 62 143 66 111 63 99 56 143 71 82 64 77 62 148 82 105 65 83 60 161 87 97 66 61 23 166 93 134 67 96 62 149 63 98 68 42 73 134 52 120 69 80 75 145 67 103 70 82 47 125 66 133 71 92 55 154 80 143 72 88 74 141 94 133 73 60 59 156 89 104 74 78 63 143 76 117 75 54 20 134 83 121 76 50 67 145 69 127 77 91 72 135 67 130 78 88 74 141 56 120 79 90 36 148 100 118 80 78 63 161 80 107 81 63 53 148 63 96 82 98 44 155 60 103 83 59 30 154 93 114 84 94 51 171 110 115 85 85 59 119 57 113 86 74 57 125 103 109 87 51 43 115 64 110 88 72 72 146 71 122 89 90 69 119 91 118 90 92 36 175 64 107 91 83 57 144 77 109 92 53 52 143 87 149 93 78 44 140 82 142 94 103 48 166 69 112 95 64 35 157 79 107 96 52 40 153 63 96 97 99 39 142 67 109 98 50 59 146 78 128 99 85 59 137 61 108 100 64 32 128 62 136 101 52 50 167 75 123 102 84 40 132 64 108 103 44 59 151 88 119 104 74 51 158 93 119 105 75 61 120 95 110 106 78 61 127 52 122 107 77 56 149 74 126 108 67 35 159 88 119 109 59 47 134 87 116 110 53 34 124 51 110 111 48 56 129 79 109 112 66 44 139 54 118 113 42 59 130 81 119 114 70 64 138 79 100 115 34 43 119 70 116 116 92 51 164 78 123 117 69 55 161 85 135 118 72 44 117 64 111 119 76 74 136 78 125 120 72 40 137 77 95 121 76 55 151 48 97 122 64 38 144 50 122 123 64 52 140 74 126 124 62 49 131 91 119 125 62 47 141 78 115 126 56 48 133 67 109 127 74 49 125 86 118 128 88 32 157 92 131 129 75 60 156 50 131 130 82 30 168 57 108 131 89 55 154 64 104 132 58 71 140 76 112 133 93 45 128 73 120 134 76 36 131 68 89 135 91 51 166 75 88 136 88 50 144 68 126 137 67 78 147 74 92 138 85 65 148 50 125 139 83 63 135 81 122 140 71 59 136 66 122 141 55 27 130 69 110 142 63 55 136 85 114 143 65 68 165 49 132 144 48 70 138 58 101 145 86 44 140 65 125 146 77 28 140 97 129 147 59 42 128 79 119 148 67 81 161 94 144 149 79 44 139 55 109 150 54 39 136 73 141 151 46 44 144 66 111 152 75 45 145 83 122 153 57 64 128 42 108 154 59 26 157 83 94 155 107 26 189 81 110 156 86 32 130 61 111 157 50 50 156 67 114 158 57 42 141 95 107 159 56 60 148 41 117 160 68 53 148 112 138 161 58 44 158 67 117 162 72 46 165 68 125 163 84 35 154 56 129 164 46 34 164 50 113 165 77 52 161 91 94 166 66 36 125 55 127 167 95 53 129 69 121 168 31 43 161 88 117 169 65 69 153 114 101 170 45 31 133 85 122 171 60 71 145 49 112 172 103 79 168 48 120 173 80 62 149 102 109 174 68 63 153 54 107 175 79 75 140 73 100 176 78 40 128 54 102 177 70 48 121 65 81 178 90 20 134 77 124 179 66 39 166 80 134 180 88 73 186 84 118 181 74 41 138 39 138 182 78 79 164 92 150 183 74 58 130 68 177 184 42 40 165 105 142 185 61 66 111 79 112 186 66 42 141 84 112 187 69 54 124 66 93 188 66 61 134 49 116 189 61 50 135 91 124 190 65 89 129 65 129 191 44 62 145 54 103 192 69 61 165 49 104 193 77 39 168 76 158 194 69 38 129 78 118 195 51 86 144 91 123 196 73 44 133 42 140 197 88 46 129 97 147 198 78 63 138 57 130 199 81 44 133 65 133 200 73 47 134 56 125 201 60 60 123 68 114 202 82 75 135 60 136 203 81 36 160 114 121 204 103 57 152 53 130 205 91 34 144 75 127 206 56 61 151 66 126 207 57 77 115 77 109 208 31 34 137 60 113 209 62 39 157 78 111 210 58 52 159 84 130 211 60 58 138 74 87 212 65 36 160 63 115 213 59 49 154 72 137 214 76 48 178 77 115 215 47 53 128 89 94 216 60 33 114 86 114 217 58 71 137 86 122 218 49 50 129 71 130 219 57 64 143 72 138 220 71 37 142 82 119 221 48 60 145 64 86 222 114 62 153 60 98 223 60 43 152 64 113 224 63 51 172 81 128 225 72 41 151 70 142 226 89 66 139 40 136 227 34 54 109 54 137 228 88 50 146 65 110 229 73 63 135 44 128 230 82 35 121 62 115 231 68 72 160 58 109 232 80 54 149 71 113 233 59 72 136 48 147 234 65 39 168 65 127 235 64 45 170 76 107 236 98 64 132 73 130 237 56 60 162 76 97 238 57 76 160 51 132 239 48 37 168 62 124 240 67 55 161 84 137 241 83 15 170 71 115 242 58 58 152 54 119 243 71 50 161 97 100 244 60 47 128 40 103 245 59 76 128 89 113 246 89 71 259 69 121 247 64 41 170 68 122 248 70 57 159 70 154 249 71 65 159 84 112 250 104 64 119 76 101 251 86 46 147 71 131 252 83 72 130 47 99 253 81 37 135 74 118 254 59 31 158 47 117 255 88 66 139 64 133 256 45 56 141 80 112 257 48 47 181 83 106 258 47 59 157 48 110 259 106 69 141 78 120 260 101 64 153 68 102 261 73 50 136 58 109 262 53 75 151 73 135 263 69 41 151 74 105 264 88 60 141 97 121 265 52 48 156 84 111 266 60 32 128 92 103 267 76 47 148 86 128 268 83 51 126 81 72 269 46 68 117 78 109 270 61 63 148 88 125 271 91 38 168 68 109 272 85 63 161 57 91 273 85 62 141 85 113 274 64 55 165 72 126 275 78 38 161 54 116 276 67 41 132 66 107 277 71 68 119 95 109 278 87 79 102 71 118 279 79 41 134 104 130 280 82 69 124 60 125 281 42 72 139 97 138 282 73 36 136 62 117 283 97 68 162 71 138 284 74 63 148 92 128 285 54 80 140 68 115 286 61 39 122 57 122 287 110 49 126 87 84 288 79 47 165 68 140 289 45 61 153 66 130 290 77 77 128 63 114 291 89 64 151 81 117 292 80 33 158 90 89 293 90 48 113 59 130 294 77 56 138 41 88 295 62 30 125 62 128 296 54 42 142 71 129 297 92 61 125 78 115 298 58 37 147 90 115 299 63 59 134 79 128 300 75 40 167 70 103 Question 2 data RBC DATA OBSERV GOOD FAIR POOR 1 285 233 174 2 283 238 190 3 314 211 197 4 311 248 175 5 319 199 203 6 311 236 165 7 307 214 171 8 299 244 195 9 290 254 176 10 281 248 199 11 285 241 176 12 289 240 180 13 289 255 197 14 277 218 178 15 282 218 181 16 301 250 180 17 283 254 202 18 322 241 188 19 274 233 174 20 292 221 190 21 276 245 200 22 280 231 194 23 312 220 167 24 289 259 188 25 300 219 197 26 308 227 213 27 266 218 198 28 291 223 208 29 294 269 202 30 285 243 205 31 289 232 179 32 302 231 184 33 298 236 217 34 287 251 211 35 252 223 212 36 275 205 192 37 266 228 195 38 281 240 195 39 293 230 182 40 303 239 197 41 281 235 218 42 246 232 185 43 302 236 208 44 312 212 236 45 289 233 173 46 287 229 187 47 297 235 194 48 276 263 170 49 301 229 195 50 280 233 215 51 304 260 204 52 285 270 226 53 282 215 192 54 328 233 197 55 306 220 205 56 291 239 190 57 278 226 183 58 316 220 222 59 311 212 195 60 274 226 192 61 299 225 202 62 311 233 197 63 291 240 185 64 307 246 205 65 282 254 189 66 305 214 199 67 324 239 203 68 299 241 207 69 293 210 217 70 286 235 180 71 278 260 218 72 295 245 246 73 296 257 186 74 307 239 207 75 318 254 213 76 313 229 178 77 291 229 207 78 285 254 197 79 303 229 179 80 277 238 208 81 277 240 190 82 287 266 221 83 299 235 200 84 272 239 194 85 296 206 200 86 288 220 176 87 294 221 190 88 298 243 215 89 287 232 208 90 298 240 187 91 289 253 176 92 282 236 201 93 307 225 226 94 290 218 198 95 265 223 233 96 297 222 199 97 296 229 192 98 289 251 181 99 287 223 210 100 288 232 203 101 287 243 196 102 282 252 202 103 269 235 194 104 272 250 178 105 306 204 187 106 302 230 200 107 303 228 203 108 302 222 192 109 305 239 246 110 300 232 197 111 271 240 201 112 274 230 203 113 278 220 195 114 316 237 197 115 271 206 191 116 281 250 196 117 296 239 198 118 281 262 212 119 323 227 183 120 301 249 174 121 297 232 190 122 288 222 231 123 299 223 214 124 296 212 167 125 289 239 195 126 309 227 200 127 279 231 203 128 319 212 182 129 300 263 180 130 304 220 187 131 289 245 174 132 321 231 164 133 288 254 188 134 274 221 204 135 282 231 203 136 291 254 182 137 300 224 221 138 287 262 190 139 321 227 172 140 297 236 199 141 281 231 182 142 286 252 213 143 317 269 197 144 300 232 217 145 297 229 181 146 324 245 198 147 305 224 187 148 312 262 211 149 313 241 179 150 270 261 182 151 290 242 200 152 283 220 191 153 254 244 233 154 269 217 203 155 303 207 197 156 279 237 207 157 272 234 193 158 293 250 177 159 271 242 175 160 295 249 216 161 278 254 216 162 295 228 213 163 311 234 179 164 260 235 176 165 273 232 164 166 322 228 189 167 319 216 196 168 314 240 177 169 306 230 207 170 283 233 191 171 278 227 193 172 300 248 204 173 319 246 217 174 302 271 204 175 265 269 205 176 284 223 200 177 305 225 194 178 306 237 189 179 273 247 209 180 299 214 173 181 286 234 205 182 269 236 221 183 259 230 226 184 282 266 235 185 273 246 207 186 297 232 189 187 314 214 177 188 273 271 183 189 322 261 208 190 286 254 192 191 321 228 196 192 292 229 203 193 298 230 181 194 299 240 183 195 294 225 208 196 300 246 182 197 313 255 208 198 279 252 196 199 282 258 174 200 276 229 196 201 325 238 190 202 296 233 178 203 289 236 174 204 311 232 216 205 314 230 213 206 303 210 212 207 302 242 241 208 328 237 192 209 302 228 182 210 301 243 205 211 309 222 186 212 300 269 187 213 277 252 185 214 309 247 209 215 307 234 188 216 331 220 191 217 288 265 173 218 285 208 190 219 277 223 211 220 308 224 180 221 291 226 193 222 274 223 212 223 306 238 192 224 324 230 194 225 271 226 182 226 290 226 233 227 298 232 191 228 271 248 182 229 295 243 214 230 325 246 227 231 311 250 193 232 322 256 207 233 328 258 190 234 302 204 222 235 281 251 218 236 295 240 199 237 299 244 204 238 302 258 186 239 289 218 212 240 312 238 203 241 273 222 189 242 298 250 177 243 303 234 193 244 324 261 191 245 291 252 181 246 316 227 176 247 309 262 206 248 258 227 194 249 331 236 208 250 306 229 217 251 289 234 203 252 302 260 222 253 282 226 204 254 310 218 213 255 320 231 209 256 297 226 199 257 316 260 209 258 289 224 192 259 307 234 191 260 307 249 191 261 297 229 197 262 283 229 187 263 284 258 199 264 285 232 204 265 300 220 203 266 306 224 190 267 288 223 189 268 292 249 228 269 294 223 200 270 283 261 199 271 305 257 186 272 271 245 215 273 290 230 190 274 279 247 192 275 305 227 188 276 298 251 199 277 292 215 208 278 301 227 203 279 279 235 187 280 286 224 208 281 294 237 210 282 298 255 184 283 315 240 191 284 300 258 209 285 273 245 199 286 303 224 197 287 284 225 224 288 286 236 213 289 317 253 191 290 321 240 188 291 292 217 204 292 290 219 184 293 283 216 176 294 301 240 187 295 305 226 185 296 294 226 192 297 292 242 202 298 284 219 167 299 295 234 198 300 293 253 208 301 268 253 201 302 288 220 193 303 291 258 167 304 276 245 187 305 244 233 192 306 285 236 206 307 302 243 183 308 273 232 196 309 328 227 200 310 313 256 193 311 308 220 186 312 272 225 188 313 313 228 190 314 301 251 175 315 274 225 206 316 294 232 214 317 301 250 202 318 283 226 210 319 291 242 196 320 285 243 173 321 277 242 168 322 308 249 213 323 301 259 192 324 309 234 210 325 276 226 195 326 276 250 222 327 280 229 217 328 302 262 214 329 286 246 191 330 305 258 198 331 278 234 192 332 292 210 236 333 266 248 188 334 295 233 174 335 302 237 199 336 285 238 178 337 286 255 194 338 284 222 216 339 296 229 214 340 285 261 184 341 297 209 191 342 295 244 192 343 299 240 208 344 299 209 210 345 331 221 202 346 288 202 189 347 314 213 191 348 273 237 218 349 295 248 200 350 284 245 196

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Question: USE MINITAB TO SOLVE THIS PROBLEM. INCLUDE INTRODUCTION, CONCLUSION AND EXPLAIN THE RESULTS OF EACH STEP. Question 1: Observation (CSF DATA) represents the mean colony

USE MINITAB TO SOLVE THIS PROBLEM. INCLUDE INTRODUCTION, CONCLUSION AND EXPLAIN THE RESULTS OF EACH STEP.

Question 1: Observation (CSF DATA) represents the mean colony count off our plates from a single urine specimen from a given subject. Using software (MINITAB) perform one-way ANOVA and Tukey's procedure using samples of size 30 (not the sample size specified in the book). In your report show the sample data you used. Include the observation number with the actual value for reference to the entire data set. Post for comparison your sample based results in the discussion boards in response to a starter post that will be provided. Again include the sample data.

Question 2: Refer to the red blood cell data on 1050 subjects (RBC DATA). Suppose that you are a statistical consultant to a medical researcher who is interested in learning something about the relationship between blood folate concentrations in adult females and the quality of their diet. The researcher has available three populations of subjects: those whose diet quality is rated as good, those whose diets are fair, and those with poor diets. For each subject there is also available her red blood cell (RBC) folate value (in mg=liter of red cells). Using software (MINITAB) perform one-way ANOVA and Tukey's procedure using all data (not the sample analysis specified in the book). Include outlier analysis.

Question 1 data: CSF DATA

OBSERV	NONE	A	B	C	D
1	102	64	130	82	123
2	74	56	136	51	113
3	63	42	137	72	138
4	67	39	107	77	126
5	68	29	155	45	135
6	58	42	137	85	138
7	77	61	138	80	124
8	55	67	120	51	102
9	80	40	138	76	125
10	78	89	165	95	103
11	87	47	138	82	124
12	89	44	163	92	128
13	60	42	144	67	133
14	75	69	129	55	96
15	64	37	131	69	117
16	53	55	138	45	120
17	54	38	148	92	125
18	59	46	127	38	131
19	73	71	134	66	117
20	55	38	170	53	128
21	54	59	131	63	128
22	52	67	144	62	110
23	84	49	172	56	115
24	64	58	115	57	123
25	85	72	154	90	132
26	68	42	140	82	118
27	74	66	128	88	126
28	83	64	157	73	108
29	53	50	154	53	112
30	56	39	151	36	113
31	54	50	151	88	108
32	61	69	154	81	105
33	59	63	137	81	97
34	66	66	157	68	95
35	95	38	133	93	142
36	75	48	173	58	99
37	77	76	172	61	119
38	69	37	130	86	109
39	73	58	145	52	135
40	71	35	136	69	105
41	60	55	140	70	145
42	79	56	140	63	135
43	80	61	141	82	104
44	69	30	142	72	125
45	85	67	149	97	104
46	51	51	145	64	105
47	54	42	135	114	107
48	55	67	164	83	125
49	62	54	147	94	124
50	71	69	155	94	124
51	72	58	160	80	139
52	77	57	138	67	125
53	74	81	155	101	96
54	76	54	127	83	122
55	68	75	175	93	113
56	87	38	133	61	137
57	94	75	148	75	143
58	43	13	124	96	115
59	69	24	150	62	102
60	68	52	131	88	113
61	51	44	130	70	117
62	63	62	143	66	111
63	99	56	143	71	82
64	77	62	148	82	105
65	83	60	161	87	97
66	61	23	166	93	134
67	96	62	149	63	98
68	42	73	134	52	120
69	80	75	145	67	103
70	82	47	125	66	133
71	92	55	154	80	143
72	88	74	141	94	133
73	60	59	156	89	104
74	78	63	143	76	117
75	54	20	134	83	121
76	50	67	145	69	127
77	91	72	135	67	130
78	88	74	141	56	120
79	90	36	148	100	118
80	78	63	161	80	107
81	63	53	148	63	96
82	98	44	155	60	103
83	59	30	154	93	114
84	94	51	171	110	115
85	85	59	119	57	113
86	74	57	125	103	109
87	51	43	115	64	110
88	72	72	146	71	122
89	90	69	119	91	118
90	92	36	175	64	107
91	83	57	144	77	109
92	53	52	143	87	149
93	78	44	140	82	142
94	103	48	166	69	112
95	64	35	157	79	107
96	52	40	153	63	96
97	99	39	142	67	109
98	50	59	146	78	128
99	85	59	137	61	108
100	64	32	128	62	136
101	52	50	167	75	123
102	84	40	132	64	108
103	44	59	151	88	119
104	74	51	158	93	119
105	75	61	120	95	110
106	78	61	127	52	122
107	77	56	149	74	126
108	67	35	159	88	119
109	59	47	134	87	116
110	53	34	124	51	110
111	48	56	129	79	109
112	66	44	139	54	118
113	42	59	130	81	119
114	70	64	138	79	100
115	34	43	119	70	116
116	92	51	164	78	123
117	69	55	161	85	135
118	72	44	117	64	111
119	76	74	136	78	125
120	72	40	137	77	95
121	76	55	151	48	97
122	64	38	144	50	122
123	64	52	140	74	126
124	62	49	131	91	119
125	62	47	141	78	115
126	56	48	133	67	109
127	74	49	125	86	118
128	88	32	157	92	131
129	75	60	156	50	131
130	82	30	168	57	108
131	89	55	154	64	104
132	58	71	140	76	112
133	93	45	128	73	120
134	76	36	131	68	89
135	91	51	166	75	88
136	88	50	144	68	126
137	67	78	147	74	92
138	85	65	148	50	125
139	83	63	135	81	122
140	71	59	136	66	122
141	55	27	130	69	110
142	63	55	136	85	114
143	65	68	165	49	132
144	48	70	138	58	101
145	86	44	140	65	125
146	77	28	140	97	129
147	59	42	128	79	119
148	67	81	161	94	144
149	79	44	139	55	109
150	54	39	136	73	141
151	46	44	144	66	111
152	75	45	145	83	122
153	57	64	128	42	108
154	59	26	157	83	94
155	107	26	189	81	110
156	86	32	130	61	111
157	50	50	156	67	114
158	57	42	141	95	107
159	56	60	148	41	117
160	68	53	148	112	138
161	58	44	158	67	117
162	72	46	165	68	125
163	84	35	154	56	129
164	46	34	164	50	113
165	77	52	161	91	94
166	66	36	125	55	127
167	95	53	129	69	121
168	31	43	161	88	117
169	65	69	153	114	101
170	45	31	133	85	122
171	60	71	145	49	112
172	103	79	168	48	120
173	80	62	149	102	109
174	68	63	153	54	107
175	79	75	140	73	100
176	78	40	128	54	102
177	70	48	121	65	81
178	90	20	134	77	124
179	66	39	166	80	134
180	88	73	186	84	118
181	74	41	138	39	138
182	78	79	164	92	150
183	74	58	130	68	177
184	42	40	165	105	142
185	61	66	111	79	112
186	66	42	141	84	112
187	69	54	124	66	93
188	66	61	134	49	116
189	61	50	135	91	124
190	65	89	129	65	129
191	44	62	145	54	103
192	69	61	165	49	104
193	77	39	168	76	158
194	69	38	129	78	118
195	51	86	144	91	123
196	73	44	133	42	140
197	88	46	129	97	147
198	78	63	138	57	130
199	81	44	133	65	133
200	73	47	134	56	125
201	60	60	123	68	114
202	82	75	135	60	136
203	81	36	160	114	121
204	103	57	152	53	130
205	91	34	144	75	127
206	56	61	151	66	126
207	57	77	115	77	109
208	31	34	137	60	113
209	62	39	157	78	111
210	58	52	159	84	130
211	60	58	138	74	87
212	65	36	160	63	115
213	59	49	154	72	137
214	76	48	178	77	115
215	47	53	128	89	94
216	60	33	114	86	114
217	58	71	137	86	122
218	49	50	129	71	130
219	57	64	143	72	138
220	71	37	142	82	119
221	48	60	145	64	86
222	114	62	153	60	98
223	60	43	152	64	113
224	63	51	172	81	128
225	72	41	151	70	142
226	89	66	139	40	136
227	34	54	109	54	137
228	88	50	146	65	110
229	73	63	135	44	128
230	82	35	121	62	115
231	68	72	160	58	109
232	80	54	149	71	113
233	59	72	136	48	147
234	65	39	168	65	127
235	64	45	170	76	107
236	98	64	132	73	130
237	56	60	162	76	97
238	57	76	160	51	132
239	48	37	168	62	124
240	67	55	161	84	137
241	83	15	170	71	115
242	58	58	152	54	119
243	71	50	161	97	100
244	60	47	128	40	103
245	59	76	128	89	113
246	89	71	259	69	121
247	64	41	170	68	122
248	70	57	159	70	154
249	71	65	159	84	112
250	104	64	119	76	101
251	86	46	147	71	131
252	83	72	130	47	99
253	81	37	135	74	118
254	59	31	158	47	117
255	88	66	139	64	133
256	45	56	141	80	112
257	48	47	181	83	106
258	47	59	157	48	110
259	106	69	141	78	120
260	101	64	153	68	102
261	73	50	136	58	109
262	53	75	151	73	135
263	69	41	151	74	105
264	88	60	141	97	121
265	52	48	156	84	111
266	60	32	128	92	103
267	76	47	148	86	128
268	83	51	126	81	72
269	46	68	117	78	109
270	61	63	148	88	125
271	91	38	168	68	109
272	85	63	161	57	91
273	85	62	141	85	113
274	64	55	165	72	126
275	78	38	161	54	116
276	67	41	132	66	107
277	71	68	119	95	109
278	87	79	102	71	118
279	79	41	134	104	130
280	82	69	124	60	125
281	42	72	139	97	138
282	73	36	136	62	117
283	97	68	162	71	138
284	74	63	148	92	128
285	54	80	140	68	115
286	61	39	122	57	122
287	110	49	126	87	84
288	79	47	165	68	140
289	45	61	153	66	130
290	77	77	128	63	114
291	89	64	151	81	117
292	80	33	158	90	89
293	90	48	113	59	130
294	77	56	138	41	88
295	62	30	125	62	128
296	54	42	142	71	129
297	92	61	125	78	115
298	58	37	147	90	115
299	63	59	134	79	128
300	75	40	167	70	103

Question 2 data: RBC DATA

OBSERV	GOOD	FAIR	POOR
1	285	233	174
2	283	238	190
3	314	211	197
4	311	248	175
5	319	199	203
6	311	236	165
7	307	214	171
8	299	244	195
9	290	254	176
10	281	248	199
11	285	241	176
12	289	240	180
13	289	255	197
14	277	218	178
15	282	218	181
16	301	250	180
17	283	254	202
18	322	241	188
19	274	233	174
20	292	221	190
21	276	245	200
22	280	231	194
23	312	220	167
24	289	259	188
25	300	219	197
26	308	227	213
27	266	218	198
28	291	223	208
29	294	269	202
30	285	243	205
31	289	232	179
32	302	231	184
33	298	236	217
34	287	251	211
35	252	223	212
36	275	205	192
37	266	228	195
38	281	240	195
39	293	230	182
40	303	239	197
41	281	235	218
42	246	232	185
43	302	236	208
44	312	212	236
45	289	233	173
46	287	229	187
47	297	235	194
48	276	263	170
49	301	229	195
50	280	233	215
51	304	260	204
52	285	270	226
53	282	215	192
54	328	233	197
55	306	220	205
56	291	239	190
57	278	226	183
58	316	220	222
59	311	212	195
60	274	226	192
61	299	225	202
62	311	233	197
63	291	240	185
64	307	246	205
65	282	254	189
66	305	214	199
67	324	239	203
68	299	241	207
69	293	210	217
70	286	235	180
71	278	260	218
72	295	245	246
73	296	257	186
74	307	239	207
75	318	254	213
76	313	229	178
77	291	229	207
78	285	254	197
79	303	229	179
80	277	238	208
81	277	240	190
82	287	266	221
83	299	235	200
84	272	239	194
85	296	206	200
86	288	220	176
87	294	221	190
88	298	243	215
89	287	232	208
90	298	240	187
91	289	253	176
92	282	236	201
93	307	225	226
94	290	218	198
95	265	223	233
96	297	222	199
97	296	229	192
98	289	251	181
99	287	223	210
100	288	232	203
101	287	243	196
102	282	252	202
103	269	235	194
104	272	250	178
105	306	204	187
106	302	230	200
107	303	228	203
108	302	222	192
109	305	239	246
110	300	232	197
111	271	240	201
112	274	230	203
113	278	220	195
114	316	237	197
115	271	206	191
116	281	250	196
117	296	239	198
118	281	262	212
119	323	227	183
120	301	249	174
121	297	232	190
122	288	222	231
123	299	223	214
124	296	212	167
125	289	239	195
126	309	227	200
127	279	231	203
128	319	212	182
129	300	263	180
130	304	220	187
131	289	245	174
132	321	231	164
133	288	254	188
134	274	221	204
135	282	231	203
136	291	254	182
137	300	224	221
138	287	262	190
139	321	227	172
140	297	236	199
141	281	231	182
142	286	252	213
143	317	269	197
144	300	232	217
145	297	229	181
146	324	245	198
147	305	224	187
148	312	262	211
149	313	241	179
150	270	261	182
151	290	242	200
152	283	220	191
153	254	244	233
154	269	217	203
155	303	207	197
156	279	237	207
157	272	234	193
158	293	250	177
159	271	242	175
160	295	249	216
161	278	254	216
162	295	228	213
163	311	234	179
164	260	235	176
165	273	232	164
166	322	228	189
167	319	216	196
168	314	240	177
169	306	230	207
170	283	233	191
171	278	227	193
172	300	248	204
173	319	246	217
174	302	271	204
175	265	269	205
176	284	223	200
177	305	225	194
178	306	237	189
179	273	247	209
180	299	214	173
181	286	234	205
182	269	236	221
183	259	230	226
184	282	266	235
185	273	246	207
186	297	232	189
187	314	214	177
188	273	271	183
189	322	261	208
190	286	254	192
191	321	228	196
192	292	229	203
193	298	230	181
194	299	240	183
195	294	225	208
196	300	246	182
197	313	255	208
198	279	252	196
199	282	258	174
200	276	229	196
201	325	238	190
202	296	233	178
203	289	236	174
204	311	232	216
205	314	230	213
206	303	210	212
207	302	242	241
208	328	237	192
209	302	228	182
210	301	243	205
211	309	222	186
212	300	269	187
213	277	252	185
214	309	247	209
215	307	234	188
216	331	220	191
217	288	265	173
218	285	208	190
219	277	223	211
220	308	224	180
221	291	226	193
222	274	223	212
223	306	238	192
224	324	230	194
225	271	226	182
226	290	226	233
227	298	232	191
228	271	248	182
229	295	243	214
230	325	246	227
231	311	250	193
232	322	256	207
233	328	258	190
234	302	204	222
235	281	251	218
236	295	240	199
237	299	244	204
238	302	258	186
239	289	218	212
240	312	238	203
241	273	222	189
242	298	250	177
243	303	234	193
244	324	261	191
245	291	252	181
246	316	227	176
247	309	262	206
248	258	227	194
249	331	236	208
250	306	229	217
251	289	234	203
252	302	260	222
253	282	226	204
254	310	218	213
255	320	231	209
256	297	226	199
257	316	260	209
258	289	224	192
259	307	234	191
260	307	249	191
261	297	229	197
262	283	229	187
263	284	258	199
264	285	232	204
265	300	220	203
266	306	224	190
267	288	223	189
268	292	249	228
269	294	223	200
270	283	261	199
271	305	257	186
272	271	245	215
273	290	230	190
274	279	247	192
275	305	227	188
276	298	251	199
277	292	215	208
278	301	227	203
279	279	235	187
280	286	224	208
281	294	237	210
282	298	255	184
283	315	240	191
284	300	258	209
285	273	245	199
286	303	224	197
287	284	225	224
288	286	236	213
289	317	253	191
290	321	240	188
291	292	217	204
292	290	219	184
293	283	216	176
294	301	240	187
295	305	226	185
296	294	226	192
297	292	242	202
298	284	219	167
299	295	234	198
300	293	253	208
301	268	253	201
302	288	220	193
303	291	258	167
304	276	245	187
305	244	233	192
306	285	236	206
307	302	243	183
308	273	232	196
309	328	227	200
310	313	256	193
311	308	220	186
312	272	225	188
313	313	228	190
314	301	251	175
315	274	225	206
316	294	232	214
317	301	250	202
318	283	226	210
319	291	242	196
320	285	243	173
321	277	242	168
322	308	249	213
323	301	259	192
324	309	234	210
325	276	226	195
326	276	250	222
327	280	229	217
328	302	262	214
329	286	246	191
330	305	258	198
331	278	234	192
332	292	210	236
333	266	248	188
334	295	233	174
335	302	237	199
336	285	238	178
337	286	255	194
338	284	222	216
339	296	229	214
340	285	261	184
341	297	209	191
342	295	244	192
343	299	240	208
344	299	209	210
345	331	221	202
346	288	202	189
347	314	213	191
348	273	237	218
349	295	248	200
350	284	245	196

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