Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources.
Tobias HeppJakob ZierkManfred RauhMarkus MetzlerAndreas MayrPublished in: BMC Bioinform. (2020)
Keyphrases
- data sources
- semi parametric
- data integration
- regression model
- data model
- co occurrence
- parameter estimation
- support vector regression
- least squares
- ordinary least squares
- information sources
- linear regression
- robust regression
- estimation problems
- nonparametric regression
- integrating heterogeneous
- accurate estimation
- model selection
- estimation process
- multiple data sources
- data repositories
- regression problems
- semantic relationships
- feature selection