Wavelet estimation by Bayesian thresholding and model selection
From MaRDI portal
Publication:999035
DOI10.1016/j.automatica.2008.01.021zbMath1153.93031OpenAlexW2084066081MaRDI QIDQ999035
Gianluigi Pillonetto, Eugenio Cinquemani
Publication date: 30 January 2009
Published in: Automatica (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.automatica.2008.01.021
Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Estimation and detection in stochastic control theory (93E10) Numerical solution of inverse problems involving ordinary differential equations (65L09)
Cites Work
- Bayesian inference in wavelet-based models
- Adaptive wavelet estimation: A block thresholding and oracle inequality approach
- Empirical Bayes approach to block wavelet function estimation
- General empirical Bayes wavelet methods and exactly adaptive minimax estimation
- Block threshold rules for curve estimation using kernel and wavelet methods
- Regularization networks for inverse problems: A state-space approach
- Nonlinear wavelet estimation of time-varying autoregressive processes
- Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance
- Nonparametric identification of population models via Gaussian processes
- Control theoretic smoothing splines
- Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks
- A theory for multiresolution signal decomposition: the wavelet representation
- Nonlinear Wavelet Shrinkage with Bayes Rules and Bayes Factors
- The wavelet transform, time-frequency localization and signal analysis
- Correlation structure of the discrete wavelet coefficients of fractional Brownian motion
- Ten Lectures on Wavelets
- Wavelet Thresholding via A Bayesian Approach
- Ideal spatial adaptation by wavelet shrinkage
- Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
- Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior
- Regularization of Wavelet Approximations
- On Optimality of Bayesian Wavelet Estimators
- Bayes Factors
- Covariance Structure of Wavelet Coefficients: Theory and Models in a Bayesian Perspective
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: Wavelet estimation by Bayesian thresholding and model selection