Alternating EM algorithm for a bilinear model in isoform quantification from RNA-seq data.
Wenjiang DengTian MouKrishna R. KalariNifang NiuLiewei WangYudi PawitanTrung-Nghia VuPublished in: Bioinform. (2020)
Keyphrases
- em algorithm
- parameter estimation
- incomplete data
- expectation maximization
- mixture model
- probabilistic model
- hidden variables
- maximum likelihood
- data collection
- data analysis
- gaussian mixture
- finite mixture models
- log likelihood
- probability distribution
- gaussian mixture model
- maximum likelihood estimation
- missing values
- probability density function
- generative model
- likelihood function
- data sources
- data processing
- mixture components
- data mining techniques
- missing data
- statistical methods
- data acquisition
- statistical model
- k means
- multivariate data
- machine learning