(d) Estimate the following variance components:

(i) among bulls

(ii) among samples within each bull.

Suppose that the results from this experiment are to be used to design an assay procedure to estimate the fertility of similar bulls in the future. Suppose also that the cost of including an additional bull in the assay is three times the cost of obtaining an additional sample from a bull already included.