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Constructing Joint Distributions of Multivariate Geotechnical Data

Ching, Jianye / Phoon, Kok-Kwang / Huang, Wen-Chao

This paper presents easy-to-use tools for constructing joint distributions given multivariate geotechnical data. Two scenarios are addressed (a) complete multivariate data: the Iman-Conover method will be adopted; (b) incomplete multivariate data: the Bayes' net will be adopted. Examples of multivariate geotechnical data will be presented to illustrate the procedures for constructing the joint distributions under both scenarios and to demonstrate the practical uses of these joint distributions for the purpose of site characterization.

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Constructing Joint Distributions of Multivariate Geotechnical Data

Ching, Jianye / Phoon, Kok-Kwang / Huang, Wen-Chao

This paper presents easy-to-use tools for constructing joint distributions given multivariate geotechnical data. Two scenarios are addressed (a) complete multivariate data: the Iman-Conover method will be adopted; (b) incomplete multivariate data: the Bayes' net will be adopted. Examples of multivariate geotechnical data will be presented to illustrate the procedures for constructing the joint distributions under both scenarios and to demonstrate the practical uses of these joint distributions for the purpose of site characterization.

Constructing Joint Distributions of Multivariate Geotechnical Data

Ching, Jianye / Phoon, Kok-Kwang / Huang, Wen-Chao

This paper presents easy-to-use tools for constructing joint distributions given multivariate geotechnical data. Two scenarios are addressed (a) complete multivariate data: the Iman-Conover method will be adopted; (b) incomplete multivariate data: the Bayes' net will be adopted. Examples of multivariate geotechnical data will be presented to illustrate the procedures for constructing the joint distributions under both scenarios and to demonstrate the practical uses of these joint distributions for the purpose of site characterization.

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Title:

Constructing Joint Distributions of Multivariate Geotechnical Data

Contributors:

Ching, Jianye (author) / Phoon, Kok-Kwang (author) / Huang, Wen-Chao (author)

Conference:

Georisk 2011 ; 2011 ; Atlanta, Georgia, United States

Published in:

GeoRisk 2011 ; 1141-1148

Publication date:

2011-06-21

ISBN:

DOI:

https://doi.org/10.1061/41183(418)125

Type of media:

Conference paper

Type of material:

Electronic Resource

Language:

English

Keywords:

Retaining structures , Load and resistance factor design , Geotechnical engineering , Seismic effects , Soil dynamics , Data analysis , Earthquake engineering , Geohazards , Uncertainty principles

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