In: Statistics and Probability
A poultry farmer wants to know which breed of hen lays more eggs. A random sample of 60 values of the average daily egg production by the Rhode Island Red hens had a sample mean of 0.765 egg per hen and a sample standard deviation of 0.11. A random sample of 50 values of the average daily egg production by the Plymouth Rock hens had a mean of 0.559 egg per hen and a standard deviation of 0.09. Determine the degrees of freedom for a two-mean hypothesis test for population variances assumed equal (pooled estimate of the standard deviation) to test if the Rhode Island Red hens do have a greater population mean daily egg production.
Provide your answer below:
Let us denote 1 by Rhode Island Red hens and Plymouth Rock by 2.
We are given that
Null Hypothesis:
Level of significance:
Test statistic:
Where is the pooled variance.
Critical region: .
We have
Since the calculated value of t falls in the region of rejection, we reject the null hypothesis. Hence, we conclude that there are enough evidence to claim that Rhode Island Red hens do have a greater population mean daily egg production.