A penalized linear mixed model with generalized method of moments estimators for complex phenotype prediction.
Xiaqiong WangYalu WenPublished in: Bioinform. (2022)
Keyphrases
- prediction model
- generalized linear
- cost function
- probabilistic model
- mathematical model
- statistical model
- linear model
- sensitivity analysis
- classification method
- parameter estimation
- predictive model
- high level
- theoretical analysis
- prior information
- closed form
- em algorithm
- objective function
- linear models
- evaluation method
- gaussian distribution
- linear regression model
- similarity measure
- pairwise
- energy function
- bp neural network
- multiple linear regression
- test data
- classification algorithm
- autoregressive
- prior knowledge
- linear prediction
- ls svm
- modeling method
- complex systems
- transfer function
- linear regression
- regression analysis
- high order
- statistical methods