Anderson-Cook became a Fellow of the American Statistical Association in 2006, and a Fellow of the American Society for Quality in 2011 "for research in quality in the areas of design of experiments and reliability, for interdisciplinary collaboration and training of statistical thinking and quality ideas, and for dedicated service to the growth and practice of the quality profession".