Loading...
Constructing a confidence region for the optimum values of factors in multiple response problems
Citations
Altmetric:
Abstract
This thesis focuses on the construction of a confidence region for localization of the set of
optimal values of factors in multiple responses problems, using as objective the loss function
proposed by Young-Hyun, Kwang-Jae, & Chi-Hyuck (2005). Data were generated using the
bootstrapping techniques consisting of resampling with replacement errors to generate new
observations. This resampling enabled the creation of new optimal solutions. The correlation
between responses was introduced in examples to simulate real life situations. This method of
constructing the confidence regions was compared with the method proposed by Meza (1998). To
be able to compare between the efficacity of these two methods, the surface area of the confidence
region was used as comparison criteria.
Description
Date
2019-12-10
Journal Title
Journal ISSN
Volume Title
Publisher
Collections
Keywords
Multiple response, Confidence region, Loss function