Bayesian Methods for Geotechnical Applications-A Practical Guide

C. Hsein Juang, Jie Zhang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

22 引文 斯高帕斯(Scopus)

摘要

Bayes' theorem provides a basis for merging information from various sources, which may lead to uncertainty reduction. The application of Bayesian methods in geotechnical engineering, however, is often hindered by the required computational skills. This paper introduces five computational techniques for Bayesian inference, and illustrates them in detail with geotechnical examples. Detailed formulations of these techniques and source codes for implementing them are provided herein so that interested readers can get hand-on experiences applying these techniques. Four real-world examples are provided to illustrate how the Bayesian methods can be applied in geotechnical practice. A possible misuse of the Bayesian methods in geotechnical engineering is also discussed.

原文???core.languages.en_GB???
主出版物標題Geotechnical Special Publication
編輯C. Hsein Juang, Robert B. Gilbert, Limin Zhang, Jie Zhang, Lulu Zhang
發行者American Society of Civil Engineers (ASCE)
頁面215-246
頁數32
版本GSP 286
ISBN(電子)9780784480731
DOIs
出版狀態已出版 - 2017
事件Geotechnical Safety and Reliability: Honoring Wilson H. Tang - Denver, United States
持續時間: 4 6月 20177 6月 2017

出版系列

名字Geotechnical Special Publication
號碼GSP 286
0
ISSN(列印)0895-0563

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???event.eventtypes.event.conference???Geotechnical Safety and Reliability: Honoring Wilson H. Tang
國家/地區United States
城市Denver
期間4/06/177/06/17

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