Generation of Synthetic Transcriptome Data with Defined Statistical Properties for the Development and Testing of New Analysis Methods.
Guillaume BrysbaertSebastian NothArndt BeneckePublished in: Genom. Proteom. Bioinform. (2007)
Keyphrases
- statistical analysis
- statistical methods
- data sets
- statistical tests
- data analysis
- descriptive statistics
- data mining methods
- data collection
- data analysis tasks
- data quality
- data mining techniques
- data processing
- statistical significance
- data sources
- high dimensional data
- original data
- data structure
- data acquisition
- correlation analysis
- empirical data
- noisy data
- spectral clustering
- missing data
- synthetic data
- data representations
- software engineering
- database
- machine learning
- multiple sources
- case study
- training data
- missing values
- statistical models
- data streams
- significant improvement
- knowledge discovery