Evaluating seismic liquefaction potential using multivariate adaptive regression splines and logistic regression

• Main Authors: Zhang, Wengang, Goh, Anthony Teck Chee
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Multivariate Adaptive Regression Splines; Logistic Regression; DRNTU::Engineering::Civil engineering
• Online Access: https://hdl.handle.net/10356/89975; http://hdl.handle.net/10220/46449
• Institution: Nanyang Technological University

Simplified techniques based on in situ testing methods are commonly used to assess seismic liquefaction potential. Many of these simplified methods were developed by analyzing liquefaction case histories from which the liquefaction boundary (limit state) separating two categories (the occurrence or...