Chicken diet and weight: Compare the effects of six types of feed: casein, horsebean, linseed, meat meal, soybean, and sunflower. The ANOVA output below can be used to test for differences between the mean weights of chicks on different diets. df Sum Sq Mean Sq F value Pr(>F) feed 5 231129.16 46225.83 15.36 0.0000 residuals 65 195556.02 3008.55 If we conducted a hypothesis test to determine if these data provide convincing evidence that the mean weight of chicks varies across some (or all) groups we would find a difference between mean weight of chicks between at least two of the diets using an overall αα = 0.05. Mean SD n casein 323.58 64.43 12 horsebean 160.2 38.63 10 linseed 218.75 52.24 12 meatmeal 276.91 64.9 11 soybean 246.43 54.13 14 sunflower 328.92 48.84 12 Now use the summary above to test that casein and horsebean have a different effect on mean weights of chicks. Find the alpha level to use for this pairwise comparison to four decimal places: α=α= Fcdf = (Round to three decimal places.) The test statistic for this pairwise comparison is: t = (Round to three decimal places.) The p-value = (Round to three decimal places.) Interpret the result of the pairwise comparison in the context of the study: There is enough evidence to show that casein and horsebean feeds have a different effect on the mean weights of chicks There is not enough evidence to show that casein and horsebean feeds have a different effect on the mean weights of chicks
Chicken diet and weight: Compare the effects of six types of feed: casein, horsebean, linseed, meat meal, soybean, and sunflower. The ANOVA output below can be used to test for differences between the mean weights of chicks on different diets.
df | Sum Sq | Mean Sq | F value | Pr(>F) | |
---|---|---|---|---|---|
feed | 5 | 231129.16 | 46225.83 | 15.36 | 0.0000 |
residuals | 65 | 195556.02 | 3008.55 |
If we conducted a hypothesis test to determine if these data provide convincing evidence that the mean weight of chicks varies across some (or all) groups we would find a difference between mean weight of chicks between at least two of the diets using an overall αα = 0.05.
Mean | SD | n | |
---|---|---|---|
casein | 323.58 | 64.43 | 12 |
horsebean | 160.2 | 38.63 | 10 |
linseed | 218.75 | 52.24 | 12 |
meatmeal | 276.91 | 64.9 | 11 |
soybean | 246.43 | 54.13 | 14 |
sunflower | 328.92 | 48.84 | 12 |
Now use the summary above to test that casein and horsebean have a different effect on mean weights of chicks.
Find the alpha level to use for this pairwise comparison to four decimal places: α=α=
Fcdf = (Round to three decimal places.)
The test statistic for this pairwise comparison is: t = (Round to three decimal places.)
The p-value = (Round to three decimal places.)
Interpret the result of the pairwise comparison in the context of the study:
- There is enough evidence to show that casein and horsebean feeds have a different effect on the mean weights of chicks
- There is not enough evidence to show that casein and horsebean feeds have a different effect on the mean weights of chicks
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