Application of Nonparametric Regression Model in Predicting Ultimate Bearing Capacity

摘要：

Studying the prediction of the ultimate bearing capacity. This paper discussed the local average kernel estimator and local polynomial kernel estimator in nonparametric regression model firstly. Then the nonparametric regression model of the bridges ultimate bearing capacity is built by using the direct plug-in bandwidth selectors, building. Finally, the mode) acquires higher accuracy estimate result and confidence interval.

关键词： ultimate bearing capacity local polynomial kernel estimator bandwidth

作者: Li Chun-hong Kuang Wen-zhu Zhang Ke-juan

作者单位: College of Mathematics and Information Science Guangxi University Nanning, China

会议类型: 国际会议

会议名称: The 2010 International Conference on Computer Application and System Modeling(2010计算机应用与系统建模国际会议 ICCASM 2010)

会议地点: 太原

会议语种:英文

页码: 164-167

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）