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Canadian Journal of Statistics, ISSN 0319-5724, 09/2018, Volume 46, Issue 3, pp. 380 - 398
Model checking procedures are considered based on the use of the Dirichlet process and relative belief. This combination is seen to lead to some unique... 
Model checking | Dirichlet process | relative belief ratio | MIXTURES | STATISTICS & PROBABILITY | SIMULATION | Dirichlet problem | Markov analysis
Journal Article
Entropy, ISSN 1099-4300, 10/2017, Volume 19, Issue 10, p. 564
Methods are developed for eliciting a Dirichlet prior based upon stating bounds on the individual probabilities that hold with high prior probability. This... 
Relative belief inferences | Elicitation | Multinomial distribution | Dirichlet prior | Prior-data conflict | Bias | elicitation | DISTRIBUTIONS | relative belief inferences | PHYSICS, MULTIDISCIPLINARY | bias | multinomial distribution | prior-data conflict | Dirichlet problem | Hypotheses | Conditional probability | Contingency
Journal Article
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 01/2007, Volume 8, pp. 35 - 63
Consider the problem of learning logistic-regression models for multiple classification tasks, where the training data set for each task is not drawn from the... 
Hierarchical Bayesian models | Dirichlet process | Classification | NONPARAMETRIC PROBLEMS | MIXTURES | hierarchical Bayesian models | MODELS | FRAMEWORK | classification | INFERENCE | MULTIPLE TASKS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Scandinavian Journal of Statistics, ISSN 0303-6898, 09/2019, Volume 46, Issue 3, pp. 706 - 734
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 1/2015, Volume 77, Issue 1, pp. 35 - 58
Journal Article
Journal of Statistical Computation and Simulation, ISSN 0094-9655, 11/2019, Volume 89, Issue 17, pp. 3290 - 3312
Journal Article
Scandinavian Journal of Statistics, ISSN 0303-6898, 12/2015, Volume 42, Issue 4, pp. 1194 - 1213
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 09/2015, Volume 62, pp. 8 - 13
Supervised topic models such as labeled latent Dirichlet allocation (L-LDA) have attracted increased attention for multi-label classification. However, they... 
Labeled latent Dirichlet allocation | Class-feature-centroid | Multi-label classification | Topic model | Libeled latent Dirichlet allocation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 10/2019, Volume 48, Issue 19, pp. 4874 - 4887
The paper elicits subjectively the Dirichlet prior hyperparameters based on the realistic opinion collected from the experts. The procedure used for subjective... 
multinomial distribution | subjective elicitation | Dirichlet prior | gallbladder carcinoma | Bayes analysis | STATISTICS & PROBABILITY | Gallbladder | Dirichlet problem
Journal Article
IEEJ Transactions on Electrical and Electronic Engineering, ISSN 1931-4973, 04/2019, Volume 14, Issue 4, pp. 650 - 651
A sparse Dirichlet prior is proposed for estimating the abundance vector of hyperspectral images with a nonlinear mixing model. This sparse prior leads to an... 
hyperspectral unmixing | sparse prior | Bayesian solution | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer simulation | Spectral signatures | White noise | Dirichlet problem | Polynomials | Bayesian analysis | Hyperspectral imaging
Journal Article
AIP Conference Proceedings, ISSN 0094-243X, 03/2017, Volume 1827, Issue 1
Bayesian Networks (BNs) is a graphical representation model of some random variables and the relationship between the random variables. It is used to determine... 
prior distribution | BN structure | K2 algorithm | posterior distribution | Dirichlet distribution
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 10/2017, Volume 46, Issue 19, pp. 9388 - 9396
As an approximation to the Dirichlet process which involves the infinite-dimensional distribution, finite-dimensional Dirichlet prior is a widely appreciated... 
62G07 | polya urn sampling scheme | stick-breaking construction | Finite-dimensional Dirichlet prior | 62F15 | NONPARAMETRIC PROBLEMS | STATISTICS & PROBABILITY | Dirichlet problem | Bayesian analysis
Journal Article