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What are some good books on general design of experiments ?

Currently I am reading "Design and Analysis of Experiments" by Douglas Montgomery , it has too much mathematical details which are little intimidating. Can someone recommend a book which will give quick overview of the subject along with worked out examples (preferably in R language) ?

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There is a book by John Lawson Design and Analysis of Experiments with R and he has developed a companion library called daewr. It's easy to follow. Good luck

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