Title | Wavelets and Statistics [electronic resource] / edited by Anestis Antoniadis, Georges Oppenheim |
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Imprint | New York, NY : Springer New York, 1995 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-2544-7 |
Descript | VI, 414 p. 27 illus. online resource |
Thresholding of Wavelet Coefficients as Multiple Hypotheses Testing Procedure -- Wavelets, spectrum analysis and 1/f processes -- Variance Function Estimation in Regression by Wavelet Methods -- Locally Self Similar Gaussian Processes -- WaveLab and Reproducible Research -- Extrema Reconstructions and Spline Smoothing: Variations on an Algorithm of Mallat & Zhong. -- Identification of Chirps with Continuous Wavelet Transform -- Nonlinear Approximation of Stochastic Processes -- Translation-Invariant De-Noising -- Estimating Wavelet Coefficients -- Nonparametric Supervised Image Segmentation by Energy Minimization using Wavelets -- On the Statistics of Best Bases Criteria -- Discretized Wavelet Density Estimators for Continuous Time Stochastic Processes -- Wavelets and Markov Random Fields in a Bayesian Framework -- Micronde : a Matlab Wavelet Toolbox for Signals and Images -- Wavelet Function Estimation using Cross-Validation -- The Stationary Wavelet Transform and some Statistical Applications -- Wavelet Thresholding: Beyond the Gaussian I.I.D. Situation -- L2(0,1) Weak Convergence of the Empirical Process for Dependent Variables -- Top-Down and Bottom-Up Tree Search Algorithms for Selecting Bases in Wavelet Packet Transforms -- WavBox 4: A Software Toolbox for Wavelet Transforms and Adaptive Wavelet Packet Decompositions -- Using Wavelets for Classifying Human in vivo Magnetic Resonance -- Adaptive Density Estimation -- Wavelets and Regression Analysis -- Readerโs Guide