pETM: a penalized Exponential Tilt Model for analysis of correlated high-dimensional DNA methylation data.
Hokeun SunYa WangYong ChenYun LiShuang WangPublished in: Bioinform. (2017)
Keyphrases
- data analysis
- high dimensional
- empirical data
- prior knowledge
- test data
- computational model
- probability distribution
- statistical analysis
- discrete data
- simulation data
- measured data
- data collection
- input data
- raw data
- data acquisition
- data structure
- probabilistic model
- data quality
- data sets
- high level
- training data
- learning models
- data points
- network structure
- data processing
- experimental data
- missing data
- image data
- parameter space
- knowledge discovery
- variable selection
- correlation analysis
- dimensional data
- continuous data
- data mining
- model selection