Bayesian Estimation with Combined Empirical Prior Distribution for a Multinomial Logit Model.
Nozomi MatsumotoTakeshi KurosawaPublished in: Rev. Socionetwork Strateg. (2015)
Keyphrases
- bayesian estimation
- logit model
- posterior distribution
- prior distribution
- probability distribution
- bayesian framework
- latent variables
- dirichlet distribution
- parameter estimation
- maximum a posteriori
- posterior probability
- hyperparameters
- expectation maximization
- probabilistic model
- generative model
- hidden variables
- model selection
- em algorithm
- cross validation
- gaussian distribution
- random variables
- motion estimation
- similarity measure
- sample size
- support vector