A diet low in salt and calories is generally considered better for your health. Consumer Reports, June 1986, pp. 366-367 reported on the sodium and calories contained in each of 54 major hot dog brands. A subset of this data is presented in the datafile “HM802HotDog”.Use the ANOVA procedure to compare the Calories in all three varieties (Beef, Meat, and Poultry) of hot dog. Hint; Use ANOVA to compare the variables Calories Beef, Calories Meat, and Calories Poultry in the attached “HM802HotDog” data set. From your analysis please report the Sum of Squares between groups and Sum of Squared within groups.
2nd column caolories
3rd column sodium
1 | Beef | 186 | 495 |
2 | Beef | 181 | 477 |
3 | Beef | 176 | 425 |
4 | Beef | 149 | 322 |
5 | Beef | 184 | 482 |
6 | Beef | 190 | 587 |
7 | Beef | 158 | 370 |
8 | Beef | 139 | 322 |
9 | Beef | 175 | 479 |
10 | Beef | 148 | 375 |
11 | Meat | 173 | 458 |
12 | Meat | 191 | 506 |
13 | Meat | 182 | 473 |
14 | Meat | 190 | 545 |
15 | Meat | 172 | 496 |
16 | Meat | 147 | 360 |
17 | Meat | 146 | 387 |
18 | Meat | 139 | 386 |
19 | Meat | 175 | 507 |
20 | Meat | 136 | 393 |
21 | Poultry | 129 | 430 |
22 | Poultry | 132 | 375 |
23 | Poultry | 102 | 396 |
24 | Poultry | 106 | 383 |
25 | Poultry | 94 | 387 |
26 | Poultry | 102 | 542 |
27 | Poultry | 87 | 359 |
28 | Poultry | 99 | 357 |
29 | Poultry | 107 | 528 |
30 | Poultry | 113 | 513 |
The ANOVA model for the mean value of calories is obtained in EXCEL by using following step;
Step 1: Write the data value in excel. The screenshot is shown below;
Step 2: Data>Data Analysis>ANOVA: Single Factor >OK. The screenshot is shown below:
Step 3: Select>Input Range>OK. Select Grouped by: Rows and tick Labels in first column and Alpha value = 0.05 at 5% significance level. The screenshot is shown below;
The ANOVA table is obtained. The screenshot is shown below;
ANOVA | ||||||
Source of Variation | Sum of Square | df | MS | F | P-value | F crit |
Between Groups | 32739.87 | 29 | 1128.961 | 65535 | #NUM! | #NUM! |
Within Groups | 0 | 0 | 65535 | |||
Total | 32739.87 | 29 |
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