Bayesian hypothesis testing for the distribution of insurance claim counts using the Gibbs sampler.
Athanassios KatsisIoannis NtzoufrasPublished in: J. Comput. Methods Sci. Eng. (2005)
Keyphrases
- hypothesis testing
- gibbs sampler
- posterior distribution
- bayesian inference
- null hypothesis
- test statistic
- probability distribution
- confidence intervals
- markov chain monte carlo
- latent variables
- markov chain
- random fields
- statistical tests
- random variables
- parameter estimation
- gaussian distribution
- posterior probability
- hyperparameters
- bayesian networks
- training data
- bayesian framework
- maximum likelihood
- maximum a posteriori
- machine learning methods
- non stationary