Dynamic Nonparametric Bayesian Models for Analysis of Music

DOI10.1198/jasa.2009.ap08497zbMath1392.62356OpenAlexW1965614296MaRDI QIDQ5255282

Lu Ren, Scott Lindroth, Lawrence Carin, David B. Dunson

Publication date: 15 June 2015

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10161/4397

zbMATH Keywords

time serieshidden Markov modelsegmentationmixture modelsequential datadynamic Dirichlet problem

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15) Markov processes: estimation; hidden Markov models (62M05) Applications of statistics (62P99) Sequential statistical analysis (62L10)

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Bayesian Modeling of Temporal Dependence in Large Sparse Contingency Tables ⋮ Unnamed Item ⋮ Markov-switching state space models for uncovering musical interpretation ⋮ Bayesian Semiparametric Mixed Effects Markov Models With Application to Vocalization Syntax ⋮ Generalized Species Sampling Priors With Latent Beta Reinforcements ⋮ Modeling Multiple Time-Varying Related Groups: A Dynamic Hierarchical Bayesian Approach With an Application to the Health and Retirement Study

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