Efficient algorithms for Bayesian semi-parametric regression models

• المؤلف الرئيسي: Zhao Kaifeng
• مؤلفون آخرون: Chen Ning
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2015
• الموضوعات: DRNTU::Science::Mathematics::Statistics
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/65373
• المؤسسة: Nanyang Technological University

Semiparametric models have played an increasingly important role in statistical research and received much attention in both frequentist and Bayesian contexts. They are known to be very flexible while overcoming the problem of ‘curse of dimensionality’, and thus find numerous applications in the fie...