Fast Bayesian inference using Laplace approximations in nonparametric double additive location-scale models with right- and interval-censored data.
Philippe LambertPublished in: Comput. Stat. Data Anal. (2021)
Keyphrases
- bayesian inference
- probabilistic model
- statistical inference
- expectation propagation
- hierarchical bayesian
- gibbs sampler
- probabilistic modeling
- variational inference
- hidden variables
- prior information
- semi supervised
- markov networks
- prior distribution
- hyperparameters
- bayesian model
- parametric models
- closed form
- bayesian models
- parameter estimation
- graphical models
- variational approximation