-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data.
Anne-Laure BoulesteixRiccardo De BinXiaoyu JiangMathias FuchsPublished in: Comput. Math. Methods Medicine (2017)
Keyphrases
- data sets
- sensor data
- raw data
- statistical analysis
- image data
- data analysis
- data processing
- correlation analysis
- data quality
- database
- data sources
- databases
- data structure
- end users
- data mining
- data mining techniques
- input data
- regression analysis
- data collection
- spatial data
- high quality
- training data
- regression model
- feature selection
- meteorological data
- data mining methods
- prediction model
- historical data
- empirical data
- prior knowledge
- network structure
- experimental data
- prediction accuracy
- high dimensional data
- computer systems
- objective function
- small number
- probability distribution
- xml documents