Computational Bayesian inference for estimating the size of a finite population.
Balgobin NandramDaniel ZeltermanPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- bayesian model
- hyperparameters
- variational bayes
- variational inference
- population size
- probabilistic modeling
- hierarchical bayesian
- hidden variables
- markov networks
- statistical inference
- prior distribution
- weighted model counting
- machine learning
- markov chain monte carlo
- expectation propagation
- gibbs sampler