Bayesian nonparametric shrinkage applied to Cepheid star oscillations

DOI10.1214/11-STS384zbMath1330.62186arXiv1203.4690WikidataQ56941378 ScholiaQ56941378MaRDI QIDQ2634650

William H. Jefferys, James O. Berger, Peter Mueller

Publication date: 18 February 2016

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1203.4690

zbMATH Keywords

waveletsnonparametric regressionsparsityshrinkage priorvariable selection methods

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Bayesian inference (62F15) Applications of statistics to physics (62P35) Statistical astronomy (85A35)

Related Items (2)

Bayesian wavelet shrinkage with beta priors ⋮ Bayesian wavelet shrinkage with logistic prior

Uses Software

• LINPACK

Cites Work

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• Bayesian sigmoid shrinkage with improper variance priors and an application to wavelet denois\-ing
• Nonparametric regression using Bayesian variable selection
• Bayesian inference in wavelet-based models
• Bayesian model averaging: A tutorial. (with comments and a rejoinder).
• Model uncertainty
• Wavelet shrinkage for nonequispaced samples
• Pointwise optimality of Bayesian wavelet estimators
• Multiscale modeling. A Bayesian perspective
• Posterior probability intervals in Bayesian wavelet estimation
• Empirical Bayes block shrinkage of wavelet coefficients via the noncentral χ2 distribution
• Nonlinear Wavelet Shrinkage with Bayes Rules and Bayes Factors
• Multiple shrinkage and subset selection in wavelets
• Wavelet Thresholding via A Bayesian Approach
• Ideal spatial adaptation by wavelet shrinkage
• Wavelet Methods for Curve Estimation
• Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
• Prediction Via Orthogonalized Model Mixing
• Bayesian Model Averaging for Linear Regression Models
• Adaptive Bayesian Wavelet Shrinkage
• Covariance Structure of Wavelet Coefficients: Theory and Models in a Bayesian Perspective
• Wavelet Thresholding with Bayesian False Discovery Rate Control

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