A full Bayesian partition model for identifying hypo- and hyper-methylated loci from single nucleotide resolution sequencing data.
Henan WangChong HeGarima KushwahaDong XuJing QiuPublished in: BMC Bioinform. (2016)
Keyphrases
- prior knowledge
- experimental data
- data analysis
- data sets
- data points
- probability distribution
- probabilistic model
- simulation data
- measured data
- raw data
- statistical methods
- database
- empirical data
- test data
- statistical analysis
- data processing
- input data
- image data
- learned models
- synthetic data
- knowledge discovery
- predictive model
- bayesian methods
- high level
- learning models
- neural network
- bayesian learning
- network structure
- data quality
- training data
- data sources
- high quality
- em algorithm
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- data structure