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BERNOULLI, ISSN 1350-7265, 05/2019, Volume 25, Issue 2, pp. 1256 - 1288
Completely random measures (CRMs) and their normalizations are a rich source of Bayesian nonparametric priors. Examples include the beta, gamma, and Dirichlet... 
Bayesian nonparametrics | REPRESENTATIONS | STATISTICS & PROBABILITY | normalized completely random measure | INFERENCE | completely random measure | BETA PROCESSES | Poisson point process | ESTIMATORS | STICK-BREAKING | DIRICHLET | truncation | FUNCTIONALS
Journal Article
Bernoulli, ISSN 1350-7265, 11/2018, Volume 24, Issue 4B, pp. 3181 - 3221
We demonstrate how to calculate posteriors for general Bayesian nonparametric priors and likelihoods based on completely random measures (CRMs). We further... 
Beta process | Bayesian nonparametrics | Size-biased | Conjugacy | Posterior | Indian buffet process | Exponential family | Completely random measure | SAMPLING METHODS | posterior | STATISTICS & PROBABILITY | INFERENCE | DISTRIBUTIONS | completely random measure | BETA PROCESSES | conjugacy | MODELS | ESTIMATORS | STICK-BREAKING | beta process | size-biased | DIRICHLET | exponential family
Journal Article
Methods of Functional Analysis and Topology, ISSN 1029-3531, 2018, Volume 24, Issue 3, pp. 207 - 239
Journal Article
Electronic Journal of Statistics, ISSN 1935-7524, 2016, Volume 10, Issue 2, pp. 3516 - 3547
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 10/2017, Volume 112, Issue 520, pp. 1623 - 1635
Motivated by the fundamental problem of modeling the frequency of frequencies (FoF) distribution, this article introduces the concept of a cluster structure to... 
Species sampling | Generalized negative binomial process | Exchangeable cluster/partition probability functions | Generalized Chinese restaurant sampling formula | Completely random measures | PRIORS | POPULATION | LAW | STATISTICS & PROBABILITY | DISCLOSURE RISK | MODELS | RNA-SEQ | DIRICHLET PROCESSES | COUNT | MICRODATA
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 02/2015, Volume 37, Issue 2, pp. 307 - 320
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 01/2020, Volume 175, p. 104560
Many Bayesian nonparametric approaches to multivariate time series rely on Whittle’s Likelihood, involving the second order structure of a stationary time... 
Spectral density | Bayesian nonparametrics completely random measures | Stationary multivariate time series
Journal Article
Insurance Mathematics and Economics, ISSN 0167-6687, 2008, Volume 43, Issue 1, pp. 99 - 107
Journal Article
Journal of Functional Analysis, ISSN 0022-1236, 11/2015, Volume 269, Issue 9, pp. 2947 - 2976
We consider the infinite-dimensional Lie group which is the semidirect product of the group of compactly supported diffeomorphisms of a Riemannian manifold and... 
Laplace operator | Diffusion process | Representations of big groups | Completely random measure | MATHEMATICS | CONFIGURATION-SPACES | Algebra
Journal Article
Computational Economics, ISSN 0927-7099, 04/2008, Volume 31, Issue 3, pp. 255 - 288
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 04/2014, Volume 109, Issue 506, pp. 802 - 814
Mixture models for hazard rate functions are widely used tools for addressing the statistical analysis of survival data subject to a censoring mechanism. The... 
Extended gamma processes | Bayesian nonparametrics | Dependent processes | Partial exchangeability | Completely random measures | DISTRIBUTIONS | FRAILTY MODELS | CENSORED-DATA | DIRICHLET PROCESSES | REGRESSION-MODELS | STATISTICS & PROBABILITY | PROPORTIONAL HAZARDS
Journal Article
Journal Article
Statistics and Probability Letters, ISSN 0167-7152, 2003, Volume 65, Issue 4, pp. 363 - 368
Journal Article
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