MTG2: an efficient algorithm for multivariate linear mixed model analysis based on genomic information.
Seung Hwan LeeJulius H. J. Van der WerfPublished in: Bioinform. (2016)
Keyphrases
- final result
- cost function
- detection algorithm
- theoretical analysis
- learning algorithm
- algorithm employs
- linear model
- mathematical model
- objective function
- recognition algorithm
- probabilistic model
- intensity information
- selection algorithm
- tree structure
- particle swarm optimization
- em algorithm
- k means
- linear models
- similarity measure
- prior information
- classification algorithm
- np hard
- input data
- preprocessing
- linear systems
- optimization model
- estimation algorithm
- convergence rate
- optimal solution
- energy function
- worst case
- linear complexity
- parameter estimation
- prior knowledge
- optimization algorithm
- probability distribution
- closed form
- dynamic programming
- high throughput
- lower bound
- optimization method
- kalman filter
- feature selection
- expectation maximization
- weight vector
- piecewise constant
- maximum likelihood
- evolutionary algorithm
- genetic algorithm
- stochastic simulation