Quantile regression for survival data with covariates subject to detection limits

• Main Authors: Yu, Tonghui, Xiang, Liming, Wang, Huixia Judy
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2021
• Subjects: Science::Mathematics; Censoring; Detection Limit
• Online Access: https://hdl.handle.net/10356/154635
• Institution: Nanyang Technological University

With advances in biomedical research, biomarkers are becoming increasingly important prognostic factors for predicting overall survival, while the measurement of biomarkers is often censored due to instruments' lower limits of detection. This leads to two types of censoring: random censoring in...