Title :
Analysis of Response Surface Designs to Outlier
Author :
Fang, Juntao ; He, Zhen
Author_Institution :
Sch. of Manage., Tianjin Univ., Tianjin, China
Abstract :
Response surface designs investigating the effects of several factors have widely application and make the researcher or analyst to control the factors or model the effects of the input variables on the response of the process. Outliers among the measurements can almost be inevitable and will frequently have a highly confusing effect on response surface design, consequently leading to a wrong interpretation of the data. Various designs are studied for the influence of the outlier in different experimental regions.
Keywords :
response surface methodology; statistical analysis; data interpretation; outliers; response surface designs; Charge coupled devices; Least squares approximation; Mathematical model; Response surface methodology; Shape; Surface treatment; outlier; response surface design; response surface methodology;
Conference_Titel :
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3997-3
DOI :
10.1109/ICEE.2010.669
