Feature extraction in mixture cure model with broken adaptive ridge

• المؤلف الرئيسي: Tan, Elvis Jia Ler
• مؤلفون آخرون: Xiang Liming
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Science::Mathematics::Statistics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166472
• المؤسسة: Nanyang Technological University

The mixture cure model (MCM) is used in the presence of a cure fraction in identifying features associated with a time-to-event outcome. In the field of biomedical research, high-dimensional survival datasets are common and hence feature extraction is key to various scientific discoveries. However,...