Fast Bayesian inference using Laplace approximations in a flexible promotion time cure model based on P-splines.
Oswaldo GressaniPhilippe LambertPublished in: Comput. Stat. Data Anal. (2018)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- bayesian model
- prior information
- variational inference
- hyperparameters
- variational bayes
- gaussian process
- statistical inference
- closed form
- hierarchical bayesian
- approximate inference
- gibbs sampler
- hidden variables
- variational approximation
- weighted model counting
- markov networks
- bayesian models
- probabilistic modeling
- b spline
- particle filter
- machine learning
- prior distribution
- data sets