Data Analysis in Cosmology

By: Vicent J. Martinez (Editor), Enn Saar (Editor), Enrique Martinez Gonzales (Editor)

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Hardcover | 28 October 2008

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Hardcover
652 Pages

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23.5 x 16.51 x 3.18

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The amount of cosmological data has dramatically increased in the past decades due to an unprecedented development of telescopes, detectors and satellites. Efficiently handling and analysing new data of the order of terabytes per day requires not only computer power to be processed but also the development of sophisticated algorithms and pipelines.
Aiming at students and researchers the lecture notes in this volume explain in pedagogical manner the best techniques used to extract information from cosmological data, as well as reliable methods that should help us improve our view of the universe.

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Non-Fiction Science Astronomy, Space & Time Cosmology & The Universe Mathematics Probability & Statistics Physics Classical Mathematics Gravity Relativity Physics

Universal Tools
The Sea of Wavelets	p. 3
Fisher Matrices and All That: Experimental Design and Data Compression	p. 51
Data Compression, Classification and Parameter Estimation. Methods: Examples from Astronomy	p. 73
Statistics of Cosmic Background Radiation
Cosmic Microwave Background Anisotropies: The Power Spectrum and Beyond	p. 79
Cosmic Microwave Background Polarization Analysis	p. 121
Diffuse Source Separation in CMB Observations	p. 159
Techniques for Compact Source Extraction in CMB Maps	p. 207
Determination of Cosmological Parameters from Cosmic Microwave Background Anisotropies	p. 237
Cosmic Microwave Background Data Analysis: From Time-Ordered Data to Angular Power Spectra	p. 261
Statistics of Large-Scale Structure
The Large-Scale Structure in the Universe: From Power Laws to Acoustic Peaks	p. 269
The Cosmic Web: Geometric Analysis	p. 291
Power Spectrum Estimation. I. Basics	p. 415
Power Spectrum Estimation II. Linear Maximum Likelihood	p. 433
Introduction to Higher Order Spatial Statistics in Cosmology	p. 457
Phase Correlations and Topological Measures of Large-Scale Structure	p. 493
Multiscale Methods	p. 523
Gaussian Fields and Constrained Simulations of the Large-Scale Structure	p. 565
Weak Gravitational Lensing	p. 585
Mass Reconstruction from Lensing	p. 601
Index	p. 629
Table of Contents provided by Blackwell. All Rights Reserved.

Data Analysis in Cosmology

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Hardcover

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