Title page for etd-0716104-170546


[Back to Results | New Search]

URN etd-0716104-170546
Author Guo-huai Chiou
Author's Email Address b8724054@student.nsysu.edu.tw
Statistics This thesis had been viewed 5066 times. Download 1144 times.
Department Applied Mathematics
Year 2003
Semester 2
Degree Master
Type of Document
Language English
Title Robust Run Order for Experimental Designs in Simple Linear Regression with MA Errors
Date of Defense 2004-06-04
Page Count 32
Keyword
  • Change of variance function
  • Correlation matrix
  • Best run order
  • Uniform design
  • MA process
  • Abstract In this work, a method to choose the best run order for a given experimental design is proposed, for the simple linear regression model with MA errors. More specifically we investigate the best run order of an uniform design when errors follow a MA(1) or a subset MA(k) process where k is a positive integer. The correlation matrix P resulting from the errors is usually difficult to obtain a good estimate. Using the change of variance function(CVF) to see the relation of the uncorrelated and the
    serially correlated errors. Criterion proposed by Zhou (2001), we find the best run order of the uniform design on [-1,1] to minimize the robust criterion, |CVF|. We will display the permutation of a run order after rearrangement by our method and show how the structure is decomposed into three categories to solve the problem.
    Advisory Committee
  • Fu-Chuen Chang - chair
  • Mei-hui Guo - co-chair
  • Ray-bing Chen - co-chair
  • Mong-Na Lo Huang - advisor
  • Files
  • etd-0716104-170546.pdf
  • indicate accessible in a year
    Date of Submission 2004-07-16

    [Back to Results | New Search]


    Browse | Search All Available ETDs

    If you have more questions or technical problems, please contact eThesys