标题：Analysis of High-Tech Industry's Development in Shandong Province Based on PLS
作者：Yang, Xu; Wang, Xing-yuan
作者机构：[Yang, Xu] Shandong Jianzhu Univ, Sch Sci, Jinan 250101, Peoples R China.; [Wang, Xing-yuan] Shandong Univ, Sch Management, Jinan 250100, Peoples R 更多
会议名称：21st International Conference on Industrial Engineering and Engineering Management 2014 (IEEM)
会议日期：NOV 01-02, 2014
来源：PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT 2014
关键词：High-tech industry; influencing factors; partial least squares; regression; S handong province
摘要：From the perspective of high-tech industry's development in Shandong province, this paper firstly identifies the influencing factors of high-tech industry's development in Shandong province. Then those factors and the process of development in 16 years (1997-2012) are analyzed by clustering analysis using the data from the statistical yearbook. Moreover, this paper creates a model to predict the trend of high-tech industry's development in Shandong province by partial least squares (NS) regression. After the analysis of regression coefficient by clustering analysis, importance of each factor is gained, and based on the result we can forecast the tendency of high-tech industry's development in Shandong province in the future. Ultimately, the research results can be the decision basis to promote the development of high-tech industry in Shandong province rapidly.