Data Analysis in Cosmology

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 deve...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Martinez, Vicent J. (Επιμελητής έκδοσης), Saar, Enn (Επιμελητής έκδοσης), Gonzales, Enrique Martinez (Επιμελητής έκδοσης), Pons-Borderia, Maria Jesus (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
Σειρά:Lecture Notes in Physics, 665
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Universal Tools
  • The Sea of Wavelets
  • Fisher Matrices and All That: Experimental Design and Data Compression
  • Data Compression, Classification and Parameter Estimation. Methods: Examples from Astronomy
  • Statistics of Cosmic Background Radiation
  • Cosmic Microwave Background Anisotropies: The Power Spectrum and Beyond
  • Cosmic Microwave Background Polarization Analysis
  • Diffuse Source Separation in CMB Observations
  • Techniques for Compact Source Extraction in CMB Maps
  • Determination of Cosmological Parameters from Cosmic Microwave Background Anisotropies
  • Cosmic Microwave Background Data Analysis: From Time-Ordered Data to Angular Power Spectra
  • Statistics of Large-Scale Structure
  • The Large-Scale Structure in the Universe: From Power Laws to Acoustic Peaks
  • The Cosmic Web: Geometric Analysis
  • Power Spectrum Estimation. I. Basics
  • Power Spectrum Estiamtion II. Linear Maximum Likelihood
  • to Higher Order Spatial Statistics in Cosmology
  • Phase Correlations and Topological Measures of Large-Scale Structure
  • Multiscale Methods
  • Gaussian Fields and Constrained Simulations of the Large-Scale Structure
  • Weak Gravitational Lensing
  • Mass Reconstruction from Lensing.