Chapter 1 Introduction
1.1 Research Background and Significance
1.2 Literature Review and Analysis
1.3 Research Contents and Paper Organization
Chapter 2 eMV-Based Feature Screening Procedure
2.1 An Extended Ranking Index
2.2 Sure Independence Screening
2.3 Sure Screening Property
2.4 Review and Summary
Chapter 3 Numerical Studies
3.1 Ultrahigh Dimensional Linear Discriminant Analysis
3.2 Discussion on the Powerα
3.3 More Complicated Models
3.4 Review and Summary
Chapter 4 Real Data Analysis
4.1 MLL Leukemia Data
4.2 Lung Carcinomas Data
4.3 Summary
Conclusion
参考文献
声明
致谢
哈尔滨工业大学;
