In: Statistics and Probability
Refer to the accompanying data set of mean drive-through service times at dinner in seconds at two fast food restaurants. Construct a 9595% confidence interval estimate of the mean drive-through service time for Restaurant X at dinner; then do the same for Restaurant Y. Compare the results.
Restaurant X   Restaurant Y
83   104
117   124
117   149
142   118
264   172
182   138
118   110
152   125
162   125
215   126
336   135
308   138
176   230
116   208
159   294
151   126
95   91
239   133
245   242
187   147
152   139
201   198
170   148
125   140
62   139
197   144
182   159
120   134
141   168
178   133
185   242
200   238
228   254
197   234
354   234
301   168
206   87
194   105
184   53
189   169
102   82
148   148
174   146
157   102
167   129
160   147
161   135
128   182
137   144
309   127
Here is the data:
| RestaurantX | RestaurantY | |
| 83 | 104 | |
| 117 | 124 | |
| 117 | 149 | |
| 142 | 118 | |
| 264 | 172 | |
| 182 | 138 | |
| 118 | 110 | |
| 152 | 125 | |
| 162 | 125 | |
| 215 | 126 | |
| 336 | 135 | |
| 308 | 138 | |
| 176 | 230 | |
| 116 | 208 | |
| 159 | 294 | |
| 151 | 126 | |
| 95 | 91 | |
| 239 | 133 | |
| 245 | 242 | |
| 187 | 147 | |
| 152 | 139 | |
| 201 | 198 | |
| 170 | 148 | |
| 125 | 140 | |
| 62 | 139 | |
| 197 | 144 | |
| 182 | 159 | |
| 120 | 134 | |
| 141 | 168 | |
| 178 | 133 | |
| 185 | 242 | |
| 200 | 238 | |
| 228 | 254 | |
| 197 | 234 | |
| 354 | 234 | |
| 301 | 168 | |
| 206 | 87 | |
| 194 | 105 | |
| 184 | 53 | |
| 189 | 169 | |
| 102 | 82 | |
| 148 | 148 | |
| 174 | 146 | |
| 157 | 102 | |
| 167 | 129 | |
| 160 | 147 | |
| 161 | 135 | |
| 128 | 182 | |
| 137 | 144 | |
| 309 | 127 | |
| Count | 50 | 50 | 
| Mean | 179.46 | 153.26 | 
| SD | 63.16490 | 49.71339 | 
(i) For X

(ii)
(iii)
Mean drive through time for restaurent X seems to be more than the Mean drive through time for restaurent Y.
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