Refer to the accompanying data set of mean drive-through service times at dinner in seconds at two fast food restaurants. Construct a 95% 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. Click the icon to view the data on drive-through service times. Construct a 95% confidence interval of the mean drive-through service times at dinner for Restaurant X. sec<μ< sec (Round to one decimal place as needed.)

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**Constructing Confidence Intervals for Mean Drive-Through Service Times**

**Objective:**
We're going to construct a 95% confidence interval estimate of the mean drive-through service time for two fast food restaurants, Restaurant X and Restaurant Y, during dinner time. Once we have calculated the intervals, we will compare the results.

**Instructions:**
1. Refer to the accompanying data set of mean drive-through service times at dinner in seconds for the two fast food restaurants.
2. Construct a 95% confidence interval estimate of the mean drive-through service time for Restaurant X at dinner.
3. Then, construct the same for Restaurant Y.
4. Compare the results.

**Procedure:**

**Step 1: Data Access**
   - Click the icon provided to view the data on drive-through service times.

**Step 2: Construct Confidence Interval for Restaurant X**
   - Use the formula for the confidence interval: \(\bar{X} \pm t_{\alpha/2} \left(\frac{s}{\sqrt{n}}\right)\)
   - where \(\bar{X}\) is the sample mean, \(t_{\alpha/2}\) is the t-score for a 95% confidence level, \(s\) is the sample standard deviation, and \(n\) is the sample size.
   - Insert these values into the formula to calculate the interval.

**Representation:**
   - Fill in the boxes with the calculated values.
   - \[\text{Lower bound} \ < \ \mu \ < \ \text{Upper bound}\]
   - (Round to one decimal place as needed.)

**Example:**
\[
130.2 \ < \ \mu \ < \ 150.6
\]

**Step 3: Repeat for Restaurant Y**
   - Follow the same procedure to calculate the confidence interval for Restaurant Y.

**Step 4: Compare Intervals**
   - After constructing the intervals for both Restaurant X and Restaurant Y, analyze the intervals to see which restaurant has a more consistent (narrower interval) and quicker (lower average) service time.

By following these steps, you will better understand the variability and performance of the drive-through service times for these two fast food restaurants.
Transcribed Image Text:**Constructing Confidence Intervals for Mean Drive-Through Service Times** **Objective:** We're going to construct a 95% confidence interval estimate of the mean drive-through service time for two fast food restaurants, Restaurant X and Restaurant Y, during dinner time. Once we have calculated the intervals, we will compare the results. **Instructions:** 1. Refer to the accompanying data set of mean drive-through service times at dinner in seconds for the two fast food restaurants. 2. Construct a 95% confidence interval estimate of the mean drive-through service time for Restaurant X at dinner. 3. Then, construct the same for Restaurant Y. 4. Compare the results. **Procedure:** **Step 1: Data Access** - Click the icon provided to view the data on drive-through service times. **Step 2: Construct Confidence Interval for Restaurant X** - Use the formula for the confidence interval: \(\bar{X} \pm t_{\alpha/2} \left(\frac{s}{\sqrt{n}}\right)\) - where \(\bar{X}\) is the sample mean, \(t_{\alpha/2}\) is the t-score for a 95% confidence level, \(s\) is the sample standard deviation, and \(n\) is the sample size. - Insert these values into the formula to calculate the interval. **Representation:** - Fill in the boxes with the calculated values. - \[\text{Lower bound} \ < \ \mu \ < \ \text{Upper bound}\] - (Round to one decimal place as needed.) **Example:** \[ 130.2 \ < \ \mu \ < \ 150.6 \] **Step 3: Repeat for Restaurant Y** - Follow the same procedure to calculate the confidence interval for Restaurant Y. **Step 4: Compare Intervals** - After constructing the intervals for both Restaurant X and Restaurant Y, analyze the intervals to see which restaurant has a more consistent (narrower interval) and quicker (lower average) service time. By following these steps, you will better understand the variability and performance of the drive-through service times for these two fast food restaurants.
### Restaurant Drive-Through Service Times

The table below presents the service times (in seconds) for two different restaurants, Restaurant X and Restaurant Y.

**Service Times (seconds)**

| Restaurant X | Restaurant Y |
|--------------|--------------|
| 86           | 104          |
| 184          | 122          |
| 120          | 149          |
| 119          | 118          |
| 120          | 174          |
| 157          | 208          |
| 153          | 120          |
| 148          | 126          |
| 108          | 131          |
| 153          | 132          |
| 135          | 137          |
| 137          | 231          |
| 244          | 216          |
| 208          | 296          |
| 232          | 130          |
| 244          | 92           |
| 181          | 137          |
| 152          | 248          |
| 149          | 126          |
| 199          | 62           |
| 170          | 145          |
| 149          | 153          |
| 184          | 140          |
| 173          | 190          |
| 117          | 169          |
| 234          | 159          |
| 108          | 134          |
| 170          | 165          |
| 117          | 136          |
| 149          | 166          |
| 108          | 156          |
| 180          | 237          |
| 357          | 126          |
| 238          | 248          |
| 233          | 237          |
| 205          | 231          |
| 206          | 64           |
| 195          | 84           |
| 80           | 101          |
| 192          | 57           |
| 173          | 175          |
| 109          | 72           |
| 147          | 148          |
| 172          | 101          |
| 60           | 100          |
| 180          | 128          |
| 167          | 72           |
| 72           | 148          |
| 148          | 183          |
| 167          | 183          |
|
Transcribed Image Text:### Restaurant Drive-Through Service Times The table below presents the service times (in seconds) for two different restaurants, Restaurant X and Restaurant Y. **Service Times (seconds)** | Restaurant X | Restaurant Y | |--------------|--------------| | 86 | 104 | | 184 | 122 | | 120 | 149 | | 119 | 118 | | 120 | 174 | | 157 | 208 | | 153 | 120 | | 148 | 126 | | 108 | 131 | | 153 | 132 | | 135 | 137 | | 137 | 231 | | 244 | 216 | | 208 | 296 | | 232 | 130 | | 244 | 92 | | 181 | 137 | | 152 | 248 | | 149 | 126 | | 199 | 62 | | 170 | 145 | | 149 | 153 | | 184 | 140 | | 173 | 190 | | 117 | 169 | | 234 | 159 | | 108 | 134 | | 170 | 165 | | 117 | 136 | | 149 | 166 | | 108 | 156 | | 180 | 237 | | 357 | 126 | | 238 | 248 | | 233 | 237 | | 205 | 231 | | 206 | 64 | | 195 | 84 | | 80 | 101 | | 192 | 57 | | 173 | 175 | | 109 | 72 | | 147 | 148 | | 172 | 101 | | 60 | 100 | | 180 | 128 | | 167 | 72 | | 72 | 148 | | 148 | 183 | | 167 | 183 | |
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