Object-oriented regression for building predictive models with high dimensional omics data from translational studies.
Lue Ping ZhaoHamid BolouriPublished in: J. Biomed. Informatics (2016)
Keyphrases
- data sets
- data collection
- object oriented
- high dimensional
- historical data
- data points
- data analysis
- predictive model
- empirical data
- raw data
- experimental data
- model selection
- sparse data
- prior knowledge
- statistical methods
- database
- missing data
- discrete data
- data processing
- input data
- least squares
- data sources
- data mining techniques
- probability distribution
- probabilistic model
- gaussian processes
- xml documents
- relational databases
- dimensional data
- feature space