The foundation of experimental design comes from agriculture. Here is a typical experiment. You want to study the effect of two fertilizers, sulfate of ammonia and superphosphate, on the yield of Brussels sprouts. Each fertilizer is used at four levels: 0, 30, 60, and 90 pounds per acre.
a/ Describe the response variable
b/ Describe the treatments. How many levels for each treatment?
c/ List a complete set of treatment combinations. Arrange your list in table form
d/ Suppose you have sixty-four one-acre plots similar in soil condition. Which important design principle would you use to assign treatments to units?
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