A novel Bayesian framework to address unknown heteroscedasticity for the linear regression model.
Saima AltafFareeha RashidMuhammad AslamSadaf RiasatPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- statistical analysis
- bayesian framework
- linear regression model
- regression analysis
- regression model
- prior knowledge
- generative model
- posterior probability
- hyperparameters
- gaussian process
- posterior distribution
- linear regression
- bayesian formulation
- maximum a posteriori
- bayesian model
- probability density function
- expectation maximization
- prior distribution
- face recognition
- prior information
- training data
- feature selection
- interval valued data