Bayesian wavelet-based curve classification via discriminant analysis with Markov random tree priors

DOI10.5705/ss.2010.141zbMath1238.62075OpenAlexW2164889751WikidataQ38845674 ScholiaQ38845674MaRDI QIDQ2883894

Marina Vannucci, Gerard Downey, Francesco C. Stingo

Publication date: 14 May 2012

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3993008

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Bayesian inference (62F15) Chemistry (92E99) Numerical analysis or methods applied to Markov chains (65C40) Nonparametric inference (62G99)

Related Items (8)

A Bayesian integrative approach for multi‐platform genomic data: A kidney cancer case study ⋮ Bayesian nonparametric classification for spectroscopy data ⋮ Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data ⋮ Bayesian classification of multiclass functional data ⋮ Ecological prediction with nonlinear multivariate time-frequency functional data models ⋮ Model-based clustering based on sparse finite Gaussian mixtures ⋮ Efficient Functional ANOVA Through Wavelet-Domain Markov Groves ⋮ An Integrative Bayesian Modeling Approach to Imaging Genetics

This page was built for publication: Bayesian wavelet-based curve classification via discriminant analysis with Markov random tree priors