Title page for etd-0710112-084937


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URN etd-0710112-084937
Author Tian-Tian Pan
Author's Email Address No Public.
Statistics This thesis had been viewed 5340 times. Download 418 times.
Department Applied Mathematics
Year 2011
Semester 2
Degree Master
Type of Document
Language zh-TW.Big5 Chinese
Title Monte Carlo Statistical Methods:Integration and Optimization
Date of Defense 2012-06-27
Page Count 153
Keyword
  • Importance Sampling
  • Simulated Annealing
  • Rounding Error
  • EM Algorithm
  • Envelope Accept-Reject Methods
  • Accept-Reject Methods
  • Abstract   This paper is refer to the chapter 1 to chapter 5 (except chapter 4 ) of the book, Monte Carlo Statistical Methods(second edition), the author is Robert and Casella(2004). The goal is to translate the chapter 1 to chapter 5 contents of this book into Chinese, modify the mistakes, add the details of the examples, translate the algorithm of the examples into Mathematica(7th) codes, and use the Simulated Annealing method to deal with the estimation of parameters by rounding data, and discuss the results. This paper provides Mathematica(7th) codes of almost every example, and show the actual results, so it can be regarded as a toolbook for those people who are interested in reading this book or may solve some problems related to those examples.
    Advisory Committee
  • Mong-Na Lo Huang - chair
  • Fu-Chuen Chang - co-chair
  • Shih-Feng Huang - co-chair
  • Mei-Hui Guo - advisor
  • Files
  • etd-0710112-084937.pdf
  • Indicate in-campus at 5 year and off-campus access at 5 year.
    Date of Submission 2012-07-10

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