Calibration of prediction rules for life-time outcomes using prognostic Cox regression survival models and multiple imputations to account for missing predictor data with cross-validatory assessment.
Bart J. A. MertensPublished in: CoRR (2021)
Keyphrases
- survival analysis
- survival data
- incomplete data
- regression model
- data sets
- predictive model
- prognostic models
- raw data
- explanatory variables
- prior knowledge
- historical data
- prediction model
- linear regression
- breast cancer
- data mining methods
- experimental data
- statistical analysis
- camera calibration
- kaplan meier
- proportional hazards model
- models built
- data analysis
- regression analysis
- missing data
- database
- prediction error
- data points
- high dimensional data
- data sources
- statistical methods
- model selection
- input data
- training data
- decision trees
- neural network
- conformal prediction
- domain experts