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A test for curvature in 2^k designs with center points and analysis for proportional data in response surface models

The response surface methodology is a useful method to find the optimum response in an experiment. In this work, a new test statistic with only few replicates at the center point for curvature detection is discussed. The performance of the new
statistic is investigated through simulation. In the second part of this work, when
the response variable is of the proportional type taking only values between 0 and 1,
some analysis methods are compared based on the predicted variances on the design
region.

Identiferoai:union.ndltd.org:NSYSU/oai:NSYSU:etd-0826109-234640
Date26 August 2009
CreatorsTsai, Pei-wen
ContributorsFu-Chuen Chang, Ray-Bing Chen, Mei-Hui Guo, Mong-Na Lo Huang, Kam-Fai Wong
PublisherNSYSU
Source SetsNSYSU Electronic Thesis and Dissertation Archive
LanguageEnglish
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0826109-234640
Rightswithheld, Copyright information available at source archive

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