Show simple item record

dc.contributor.authorJohnson, Rachel T.
dc.contributor.authorMontgomery, Douglas C.
dc.date.accessioned2014-03-24T19:37:30Z
dc.date.available2014-03-24T19:37:30Z
dc.date.issued2009
dc.identifier.citationInt. J. Experimental Design and Process Optimisation, v.1, no.1 2009, pp. 2-23.
dc.identifier.urihttp://hdl.handle.net/10945/39562
dc.description.abstractResponse surface methodology is widely used for process development and optimisation, product design, and as part of the modern framework for robust parameter design. For normally distributed responses, the standard second-order designs such as the central composite design and the Box-Behnken design have realtively high D and G efficiencies. In situations where these designs are inappropriate, standard computer software cen be used to construct D-optimal and I-optimal designs for fitting second-order models. When the response distribution is either binomial or Poisson, the choice of an approapriate is not as straightforward. We illustrate the construction of D-optimal second-order designs for these situations and show that they are considerably better choices than the standard designs. We present an example applying this approach to optimisation of an etching process.en_US
dc.publisherInderscience Enterprises, Ltd.en_US
dc.rightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. As such, it is in the public domain, and under the provisions of Title 17, United States Code, Section 105, may not be copyrighted.en_US
dc.titleChoice of seond-order response surface designs for logistic and Poisson regression modelsen_US
dc.typeArticleen_US
dc.contributor.corporateNaval Postgraduate School, Monterey, California
dc.contributor.departmentOperations Research
dc.subject.authorBayesian designen_US
dc.subject.authorgeneralised linear modelsen_US
dc.subject.authoroptimal designen_US
dc.subject.authorresponse surface methodsen_US


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record