To determine the sampling distribution of the proportion of females in the population of fruit flies, we can list all of the possible samples of two fruit flies that can be drawn with replacement.
Now according to the question we have, Proportions of females Probability
0 (3/4)² = 9/16
0.5 (1/4 * 3/4) + (3/4 * 1/4) = 6/16
1 (1/4)² = 1/16
So, the sampling distribution of the proportion of females in the population is as follows:
Proportions of females Probability
0 9/16
0.5 6/16
1 1/16
b. To find the mean of the sampling distribution, we can multiply each proportion by its probability and add up the results:
(0 * 9/16) + (0.5 * 6/16) + (1 * 1/16) = 3/8
So, the mean of the sampling distribution is 3/8.
c. No, the mean of the sampling distribution is not equal to the population proportion of females, which is 1/4. The mean of the sampling distribution is an estimate of the population proportion, but it is not always equal to the population proportion. The mean of the sampling distribution can be either higher or lower than the population proportion, depending on the specific values and probabilities in the sampling distribution. In general, the mean of the sampling distribution of proportions is an unbiased estimator of the population proportion, meaning that it is expected to be close to the true population proportion on average, but it is not always equal to the population proportion.
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