Statistical Challenges in Modern Astronomy V

Editors:

ISBN: 978-1-4614-3519-8 (Print) 978-1-4614-3520-4 (Online)

Table of contents (67 chapters)

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  1. Front Matter

    Pages i-xxiii

  2. Statistics in Cosmology

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-19

      Likelihood-Free Inference in Cosmology: Potential for the Estimation of Luminosity Functions

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      Book Chapter

      Pages 21-25

      Commentary: Likelihood-Free Inference in Cosmology: Potential for the Estimation of Luminosity Functions

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      Book Chapter

      Pages 27-40

      Robust, Data-Driven Inference in Non-linear Cosmostatistics

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      Pages 41-57

      Simulation-Aided Inference in Cosmology

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      Book Chapter

      Pages 59-64

      Commentary: Simulation-Aided Inference in Cosmology

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      Book Chapter

      Pages 65-77

      The Matter Spectral Density from Lensed Cosmic Microwave Background Observations

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      Book Chapter

      Pages 79-82

      Commentary: ‘The Matter Spectral Density from Lensed Cosmic Microwave Background Observations’

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      Book Chapter

      Pages 83-97

      Needlets Estimation in Cosmology and Astrophysics

  3. Bayesian Analysis Across Astronomy

    1. Front Matter

      Pages 99-99

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      Book Chapter

      Pages 101-116

      Parameter Estimation and Model Selection in Extragalactic Astronomy

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      Pages 117-125

      Commentary: Bayesian Model Selection and Parameter Estimation

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      Book Chapter

      Pages 127-140

      Cosmological Bayesian Model Selection: Recent Advances and Open Challenges

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      Pages 141-146

      Commentary: Cosmological Bayesian Model Selection

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      Book Chapter

      Pages 147-162

      Measurement Error Models in Astronomy

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      Book Chapter

      Pages 163-169

      Commentary: “Measurement Error Models in Astronomy” by Brandon C. Kelly

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      Book Chapter

      Pages 171-176

      Asteroseismology: Bayesian Analysis of Solar-Like Oscillators

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      Pages 177-187

      Semi-parametric Robust Event Detection for Massive Time-Domain Databases

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      Book Chapter

      Pages 189-195

      Bayesian Analysis of Reverberation Mapping Data

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      Book Chapter

      Pages 197-202

      Bayesian Mixture Models for Poisson Astronomical Images

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      Book Chapter

      Pages 203-207

      Systematic Errors in High-Energy Astrophysics

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      Book Chapter

      Pages 209-218

      Hierarchical Bayesian Models for Type Ia Supernova Inference

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