Experimental Designs

Gertrude Cox and William Cochran were both famous statisticians who were extremely good writers. This was the book on experimental designs in 1958 with a wealth of information on randomized block, factorial and fractional factorial designs. It is still a very useful and practical reference. However it does not include the modern advance in robust designs that can be found in a text like the recent one by Wu and Hamada. Box, Hunter and Hunter "Statistics for Experimenters" is another excellent text on the classical and practical designs in engineering and agricultural experiments.