Consider an experimental situation where the investigator was interested in detecting a maximum di erence in treatment

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Consider an experimental situation where the investigator was interested in detecting a maximum di erence in treatment means that is twice the stan-

dard deviation of the response measured on replicate experimental units assigned to the same level of the treatment factor, that is,  = 2:0. If there are 4 levels of the treatment factor:

(a) Modify the R code in Section 2.7 to calculate the power for various numbers of replicates r per treatment level.

(b) Calculate the number of replicates necessary to have 0.90 power of de-

tecting a di erence as large as  = 2:0.

(c) How would the result you got in

(c) change if the number of levels of the treatment factor increased to 8, or decreased to 2?

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Design And Analysis Of Experiments

ISBN: 9780471661597

6th International Edition

Authors: Douglas C. Montgomery

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