Statistics Based on Dirichlet Processes and Related Topics

DOI10.1007/978-981-15-6975-3zbMath1455.62005OpenAlexW3043353959MaRDI QIDQ5119499

Hajime Yamato

Publication date: 4 September 2020

Published in: SpringerBriefs in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-981-15-6975-3

zbMATH Keywords

Dirichlet processnonparametric inferenceBayes estimate

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Markov processes: estimation; hidden Markov models (62M05) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Foundations of stochastic processes (60G05)

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Truncated Poisson-Dirichlet approximation for Dirichlet process hierarchical models

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