Bayesian Predictive Inference and Related Asymptotics—Festschrift for Eugenio Regazzini's 75th Birthday

Bayesian predictive inference is at the core of the mathematical theory of inductive reasoning. Nowadays, this field has become very attractive especially for its connections with algorithmic probability, machine learning and artificial intelligence. The complexity of both problems and algorithm rep...

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Μορφή:	Online
Γλώσσα:	Αγγλικά
Έκδοση:	MDPI - Multidisciplinary Digital Publishing Institute 2022
Θέματα:	Berry–Esseen type theorem Ewens–Pitman sampling model exchangeable random partitions log-series compound poisson sampling model Mittag–Leffler distribution function negative binomial compound poisson sampling model Pitman’s α-diversity wright distribution function predictive distributions random probability measures reinforced processes Pólya sequences urn schemes Bayesian inference conditional identity in distribution total variation distance Bayesian nonparametrics exchangeability feature-sampling model de Finetti theorem Johnson’s “sufficientness” postulate predictive distribution scaled process prior species-sampling model Pólya urn predictive mean urn model Wright—Fisher diffusion species sampling models exchangeable sequences bayesian predictive inference central limit theorem stable convergence best choice problem optimal stopping time last record trapping strategy algebraic statistics contingency tables de Finetti representation theorem Markov basis partial exchangeability fragmentations of mass partitions generalized gamma process Mittag-Leffler Markov Chains Poisson—Dirichlet distributions species sampling asymptotic efficiency compatibility equations decision theory de Finetti’s representation theorem Wasserstein distance Fisher fiducial argument inverse probability uniform distribution n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science
Διαθέσιμο Online:	ONIX_20221117_9783036551142_56
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Bayesian Predictive Inference and Related Asymptotics&mdash;Festschrift for Eugenio Regazzini's 75th Birthday

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Bayesian Predictive Inference and Related Asymptotics—Festschrift for Eugenio Regazzini's 75th Birthday