Statistics in Engineering
With examples in MATLAB® and R

Andrew Metcalfe, David Green, Tony Greenfield, Mahayaudin Mansor, Andrew Smith and Jonathan Tuke.


Chapter 11

Data sets


In a designed experiment we investigate the effects of predictor variables, that we can control and set to specific values, on some response. The design of the experiment is the choice of values for these predictor variables. The predictor variables are known as factors, and the chosen values for the factors are refered to as levels. This chapter deals with factorial experiments and their extensions including the central composite design. Multiple regression analysis is used for the analysis of these experiments. The strategy of experimenting by making small changes to a process during routine production, known as evolutionary operation (EVOP), is introduced.