Here is a short list of books on Design of Experiments. If you are looking for a good book to start with, we recommend the Box, Hunter, Hunter book highly.
An Introduction to Design of Experiments : A Simplified Approach, by Larry Barrentine
Design and Analysis of Experiments, by Douglas Montgomery
Design of Experiments, by Ronald A, Fisher
Design of Experiments: A Realistic Approach, by V.L. Anderson and R.A. McLean
Experimental Designs, by W.G. Cochran and G.M. Cox
Foundations of Optimum Experimental Design, by A.Pazman
Fundamental Concepts in the Design of Experiments, by C.R.Hicks
Model-Oriented Design of Experiments, by Valeri Federov & Peter Hackl
Optimal Design and Analysis of Experiments, by Yadolah Dodge, Valeri Federov, and Henry P. Wynn
Optimal Design of Experiments, by F. Pukelsheim
Quality by Experimental Design, by T.B.Barker
Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building, by Box, Hunter, & Hunter
Understanding Design of Experiments, by R.J. Del Vecchio
Using Designed Experiments to Shrink Health Care Costs, by Daniel Sloan
Amazon's search engine will help you locate a title quickly if it didn't make our short list.
Barrentine, Larry B., Published by the American Society for Quality, 1999.
Not Reviewed.
Design and Analysis of ExperimentsMontgomery, Douglas C. (1991). Published by John Wiley and Sons, New York, NY, USA
Excellent text for those with solid math skills. Not for the math-impaired. This is the top selling text in the field.
Fisher, Ronald A. (1920) Published by the Oxford Press (reprinted in 1990)
The classic work on which all modern design of experiments is based.
Anderson, V. L. and R. A. McLean (1974), Published by Marcel Dekker Inc., New York, NY, USA.
Not Reviewed.
Jeffrey T. Luftig, Victoria S. Jordan February 1998, McGraw Hill
DOE from the perspective of a Multi-Simplex User.
Cochran, W. G. and Cox, G. M. (1950) Published by John Wiley and Sons, New York, NY, USA
Not reviewed.
Foundations of Optimum Experimental DesignPazman, A., (1986). Published by D. Reidel Publishing Company, Dordrect, Holland
Not Reviewed.
Fundamental Concepts in the Design of ExperimentsHicks, C. R. (1982), Published by Holt, Rinehart and Winston, New York, NY, USA,
Not Reviewed
Optimal Design and Analysis of ExperimentsDodge, Y., Valeri Federov, and Henry P. Wynn, published by Elsevier Science Ltd.
Not Reviewed.
Optimal Design of ExperimentsPukelsheim, F. (1993). Published by John Wiley and Sons, New York, NY, USA
A wide-ranging and in-depth study of optimality including an attempt to create a unified optimality theory Not for the mathematically impaired.
Quality by Experimental DesignBarker, Thomas. B. (1985), Published by Marcel Dekker Inc., New York, NY, USA.
Not Reviewed.
Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model BuildingBox, G. E. P., W. G. Hunter, and J. S. Hunter (1978), Published by John Wiley and Sons, New York, NY, USA.
This is the standard text in Design of Experiments. We reccomend this highly and include it in many of the classes we present.
Federov, Valeri
Not Reviewed.
Del Vecchio, R.J. (1997), Published by Hanser Publishers, Munich
This is a good choice for those that want to start with a simple text that avoids math.
Sloan, M. Daniel (1997) ASQ Quality Press.
Take a look at specific applications of DOE to the Health Care Industry.