Design and analysis of experiments/ Douglas C Montogomery

Includes index

Introduction -- Simple comparative experiments -- Experiments with a single factor: the analysis of variance -- More about single-factor experiments -- Randomized blocks, Latin squares, and related designs -- Incomplete block designs -- Introduction to factorial designs -- Rules for sums of squares and expected mean squares -- The 2k factorial design -- Confounding in the 2k factorial -- Two-level fractional factorial designs -- Some other topics regarding factorial and fractional factorial designs -- Nested or hierarchial designs -- Multifactor experiments with randomization restrictions -- Regression analysis -- Response surface methods and designs -- Analysis of covariance