Answer:
(a) Anova table is attached below.
(b) The population means of milk yield are different among the three diet types
Step-by-step explanation:
In this case we need to perform a One-way ANOVA to determine whether the effect of three diet types on the milk yield of cows are significantly different or not.
The hypothesis can be defined as follows:
<em>H</em>₀: The effect of three diet types on the milk yield of cows are same.
<em>Hₐ</em>: The effect of three diet types on the milk yield of cows are significantly different.
(a)
The formulas are as follows:
![\text{Grand Mean}=\bar x=\frac{1}{3}\sum \bar x_{i}\\\\SSB=\sum n_{i}(\bar x_{i}-\bar x)^{2}\\\\SSW=\sum (n_{i}-1)S^{2}_{i}\\\\N=\sum n_{i}\\\\DF_{B}=k-1\\\\DF_{W}=N-k\\\\DF_{T}=N-1\\](https://tex.z-dn.net/?f=%5Ctext%7BGrand%20Mean%7D%3D%5Cbar%20x%3D%5Cfrac%7B1%7D%7B3%7D%5Csum%20%5Cbar%20x_%7Bi%7D%5C%5C%5C%5CSSB%3D%5Csum%20n_%7Bi%7D%28%5Cbar%20x_%7Bi%7D-%5Cbar%20x%29%5E%7B2%7D%5C%5C%5C%5CSSW%3D%5Csum%20%28n_%7Bi%7D-1%29S%5E%7B2%7D_%7Bi%7D%5C%5C%5C%5CN%3D%5Csum%20n_%7Bi%7D%5C%5C%5C%5CDF_%7BB%7D%3Dk-1%5C%5C%5C%5CDF_%7BW%7D%3DN-k%5C%5C%5C%5CDF_%7BT%7D%3DN-1%5C%5C)
The F critical value is computed using the Excel formula:
F critical value=F.INV.RT(0.05,2,24)
The ANOVA table is attached below.
(b)
The rejection region is defined as follows:
F > F (2, 24) = 3.403
The computed F statistic value is:
F = 34.069
F = 34.269 > F (2, 24) = 3.403
The null hypothesis will be rejected.
Thus, concluding that the population means of milk yield are different among the three diet types