Information-based inversion and processing with applications /

Main Author: Ulrych, Tadeusz J.
Other Authors: Sacchi, Mauricio D.
Format: Book
Language:English
Published: Amsterdam ; Boston : Elsevier, 2005.
Edition:1st ed.
Series:Handbook of geophysical exploration. Seismic exploration ; v. 36
Subjects:
Online Access:http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=166836
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100 1 |a Ulrych, Tadeusz J. 
245 1 0 |a Information-based inversion and processing with applications /  |c by Tadeusz J. Ulrych, Mauricio D. Sacchi. 
250 |a 1st ed. 
260 |a Amsterdam ;  |b Elsevier,  |c 2005.  |a Boston : 
300 |a 1 online resource (xxvii, 405 pages) :  |b illustrations. 
490 1 |a Handbook of geophysical exploration. Seismic exploration ;  |v v. 36 
504 |a Includes bibliographical references and index. 
505 0 |a Cover -- Contents -- Some Basic Concepts -- Introduction -- Probability Distributions, Stationarity & Ensemble Statistics -- Properties of Estimators -- Orthogonality -- Orthogonal Vector Space -- Fourier Analysis -- Expectations etc., -- Lagrange Multipliers -- Linear Time Series Modelling -- Introduction -- The Wold Decomposition Theorem -- The Moving Average. MA, Model -- The Autoregressive, AR, Model -- The Autoregressive Moving Average, ARMA, Model -- MA, AR and ARMA Models in Seismic Modelling and Processing -- Extended AR Models and Applications -- A Few Words About Nonlinear Time Series -- Levinson's Recursion and Reflection Coefficients -- Minimum Phase Property of the PEO -- Information Theory and Relevant Issues -- Introduction -- Entropy in Time Series Analysis -- The Kullback-Lciblcr Information Measure -- MaxEnt and the Spectral Problem -- The Akaike Information Criterion, AIC -- Mutual Information and Conditional Entropy -- The Inverse Problem -- Introduction -- The Linear (or Linearized) Inverse Formulation -- Probabilistic Inversion -- Minimum Relative Entropy Inversion -- Bayesian Inference -- Signal to Noise Enhancement -- Introduction -- f -- x Filters -- Principal Components, Eigenimages and the KL Transform -- Radon Transforms -- Time variant Radon Transforms -- Discussion -- Deconvolution with Applications to Seismology -- Introduction -- Layered Earth Model -- Deconvolution of the Reflectivity Series -- Sparse Deconvolution and Bayesian Analysis -- ID Impedance Inversion -- Nonminimum Phase Wavelet Estimation -- Blind, Full Band Deconvolution -- Discussion -- A Potpourri of Some Favorite Techniques -- Introduction -- Physical Wavelet Frame Dcnoising -- Stein Processing -- The Bootstrap and the EIC -- The Extended Information Criterion -- Summary -- Last Page. 
650 0 |a Inversion (Geophysics) 
650 7 |a SCIENCE  |x Earth Sciences  |x General. 
650 7 |a SCIENCE  |x Physics  |x Geophysics. 
700 1 |a Sacchi, Mauricio D. 
856 4 0 |u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=166836 
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