Bayesian inference for categorical data analysis.
Alan AgrestiDavid B. HitchcockPublished in: Stat. Methods Appl. (2005)
Keyphrases
- bayesian inference
- data analysis
- probabilistic model
- prior information
- hyperparameters
- variational inference
- bayesian model
- cluster analysis
- statistical inference
- hierarchical bayesian
- variational bayes
- categorical data
- gibbs sampler
- weighted model counting
- hidden variables
- markov chain monte carlo
- text mining
- knowledge discovery
- probabilistic modeling
- bayesian models
- posterior distribution
- expectation propagation
- search algorithm
- machine learning
- variational approximation
- data mining