A single-sample method for normalizing and combining full-resolution copy numbers from multiple platforms, labs and analysis methods.
Henrik BengtssonAmrita RayPaul T. SpellmanTerence P. SpeedPublished in: Bioinform. (2009)
Keyphrases
- significant improvement
- alternative methods
- hybrid method
- machine learning methods
- synthetic and real images
- methods require
- classical methods
- computational cost
- classification method
- preprocessing
- similarity measure
- gold standard
- heuristic methods
- dynamic programming
- benchmark data sets
- search methods
- test data
- cross validation
- segmentation method
- complexity analysis
- simulated and real data
- data analysis
- objective function
- high resolution
- retrieval method
- high accuracy
- linear regression
- standard deviation
- statistical methods
- missing values
- computational complexity
- combining multiple
- sample size
- clustering method
- statistical analysis
- sampling methods
- classification accuracy
- data sets