Feature extraction in mixture cure model with broken adaptive ridge

• Main Author: Tan, Elvis Jia Ler
• Other Authors: Xiang Liming
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Science::Mathematics::Statistics
• Online Access: https://hdl.handle.net/10356/166472
• Institution: 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,...