Combining clinical and molecular data in regression prediction models: insights from a simulation study.
Riccardo De BinAnne-Laure BoulesteixAxel BennerNatalia BeckerWilli SauerbreiPublished in: Briefings Bioinform. (2020)
Keyphrases
- simulation study
- data sets
- data collection
- prior knowledge
- database
- historical data
- data analysis
- statistical methods
- survival analysis
- raw data
- experimental data
- model selection
- data points
- data sources
- data mining techniques
- probability distribution
- linear regression
- training data
- predictive model
- data mining
- prediction accuracy
- missing data
- search algorithm
- gaussian processes