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A Dual-Response Approach to Robust Parameter Design for a Generalized Linear Model

Summary: [This abstract is based on the authors' abstract.]Robust parameter design (RPD) as used in Industrial experiments is usually applied assuming a linear model under standard assumptions, but has recently also been considered in a generalized linear model (GLM) setting. The application of a general dual-response approach is considered here when using RPD in the case of a GLM. The need for seeking both the process mean and process variance in considered in situations when a compromise between the two is necessary. Examples demonstrate the necessity of applying the dual-response approach when applying RPD in the case of a GLM.

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  • Topics: Design of Experiments
  • Keywords: Response surface methodology (RSM),Multiresponse experiment,Dispersion,Linear models,Noise,Parameter design,Robust design
  • Author: Myers, William R.; Brenneman, William A.; Myers, Raymond H.
  • Journal: Journal of Quality Technology