A comparison of normalization methods for high density oligonucleotide array data based on variance and bias.
Benjamin M. BolstadRafael A. IrizarryMagnus ÅstrandTerence P. SpeedPublished in: Bioinform. (2003)
Keyphrases
- high density
- data sets
- missing values
- training data
- statistical analysis
- data mining methods
- raw data
- data collection
- significant improvement
- statistical methods
- close proximity
- data analysis
- knowledge discovery
- image data
- data mining techniques
- data sources
- missing data
- low density
- statistical tests
- hypothesis tests
- preprocessing steps
- data structure
- data quality
- preprocessing
- human experts
- data model
- real time