A probe-density-based analysis method for array CGH data: simulation, normalization and centralization.
Hung-I Harry ChenFang-Han HsuYuan JiangMong-Hsun TsaiPan-Chyr YangPaul S. MeltzerEric Y. ChuangYidong ChenPublished in: Bioinform. (2008)
Keyphrases
- synthetic data
- data analysis
- statistical analysis
- input data
- data collection
- high accuracy
- test data
- correlation analysis
- data sets
- noisy data
- data acquisition
- statistical methods
- raw data
- image data
- preprocessing
- prior knowledge
- clustering method
- prior information
- information loss
- training samples
- similarity measure
- training data
- objective function
- significant improvement
- detection algorithm
- k means
- numerical data
- data quality
- data structure
- missing values
- missing data
- detection method
- pairwise
- original data
- xml documents
- mathematical model
- data sources
- feature set