Survival analysis on rare events using group-regularized multi-response Cox regression.
Ruilin LiYosuke TanigawaJohanne M. JustesenJonathan TaylorTrevor HastieRobert TibshiraniManuel A. RivasPublished in: Bioinform. (2021)
Keyphrases
- survival analysis
- rare events
- regression model
- breast cancer
- data mining methods
- machine learning
- predictive modeling
- proportional hazards model
- fraud detection
- kaplan meier
- importance sampling
- logistic regression
- evolutionary computing
- data mining techniques
- data mining
- risk assessment
- class imbalance
- distributed data
- least squares
- knowledge discovery
- survival data
- reinforcement learning